{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-30T15:13:07.280842Z",
     "start_time": "2019-11-30T15:13:06.771563Z"
    }
   },
   "outputs": [],
   "source": [
    "#调试开关\n",
    "import logging\n",
    "#logging.basicConfig(level=logging.INFO,format=\"%(filename)s[line:%(lineno)d] %(levelname)s %(message)s\")\n",
    "#logger=logging.getLogger(__name__)\n",
    "import sys\n",
    "sys.path.append(\"../AdvBox/\")\n",
    "import torch\n",
    "import torchvision\n",
    "import torch.nn as nn\n",
    "from torchvision import datasets, transforms\n",
    "from torch.autograd import Variable\n",
    "import torch.utils.data.dataloader as Data\n",
    "from advbox.adversary import Adversary\n",
    "from advbox.attacks.gradient_method import FGSM\n",
    "from advbox.models.pytorch import PytorchModel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-30T15:13:07.361291Z",
     "start_time": "2019-11-30T15:13:07.345654Z"
    }
   },
   "outputs": [],
   "source": [
    "# 训练mnist的cnn网络定义\n",
    "class CNN(nn.Module):\n",
    "    def __init__(self):\n",
    "        super(CNN, self).__init__()\n",
    "        self.conv1 = nn.Sequential(   # (1,28,28)   \n",
    "            # in_channels:输入的通道数， out_channels：卷积核数量， kernel_size：卷积核大小， stride：步长\n",
    "            # stride=1时， padding=(kernel_size-1)/2， 图片长宽不变\n",
    "            nn.Conv2d(in_channels=1, out_channels=16, kernel_size=5, stride=1, padding=2),    # (16,28,28)\n",
    "            nn.ReLU(),\n",
    "            nn.MaxPool2d(kernel_size=2),    # (16,14,14)\n",
    "        )\n",
    "        self.conv2 = nn.Sequential(\n",
    "            nn.Conv2d(in_channels=16, out_channels=32, kernel_size=5, stride=1, padding=2),    # (32,14,14)\n",
    "            nn.ReLU(),\n",
    "            nn.MaxPool2d(kernel_size=2),    # （32,7,7）\n",
    "        )\n",
    "        self.fc1 = nn.Sequential(\n",
    "            nn.Linear(32*7*7, 500),\n",
    "            nn.ReLU()\n",
    "        )\n",
    "        self.fc2 = nn.Linear(500, 10)\n",
    "        \n",
    "    def forward(self, x):\n",
    "        x = self.conv1(x)\n",
    "        x = self.conv2(x)    # (batch,32,7,7)\n",
    "        x = x.view(x.size(0), -1)    # (batch,32*7*7)\n",
    "        x = self.fc1(x)\n",
    "        output = self.fc2(x)\n",
    "        return output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-30T15:14:30.208218Z",
     "start_time": "2019-11-30T15:13:07.625192Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cuda\n",
      "attack success, original_label=3, adversarial_label=9, count=1\n",
      "attack success, original_label=5, adversarial_label=3, count=2\n",
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      "attack success, original_label=7, adversarial_label=3, count=8\n",
      "attack success, original_label=4, adversarial_label=9, count=9\n",
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      "attack success, original_label=2, adversarial_label=0, count=11\n",
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      "attack success, original_label=6, adversarial_label=8, count=135\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=9, count=136\n",
      "attack success, original_label=7, adversarial_label=9, count=137\n",
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      "attack success, original_label=4, adversarial_label=9, count=269\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=3, count=270\n",
      "attack success, original_label=1, adversarial_label=8, count=271\n",
      "attack success, original_label=2, adversarial_label=8, count=272\n",
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      "attack success, original_label=2, adversarial_label=1, count=274\n",
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      "attack success, original_label=6, adversarial_label=8, count=276\n",
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      "attack success, original_label=3, adversarial_label=5, count=278\n",
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      "attack success, original_label=6, adversarial_label=8, count=280\n",
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      "attack success, original_label=8, adversarial_label=6, count=283\n",
      "attack success, original_label=0, adversarial_label=9, count=284\n",
      "attack success, original_label=0, adversarial_label=5, count=285\n",
      "attack success, original_label=3, adversarial_label=8, count=286\n",
      "attack success, original_label=6, adversarial_label=8, count=287\n",
      "attack success, original_label=0, adversarial_label=9, count=288\n",
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      "attack success, original_label=2, adversarial_label=3, count=290\n",
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      "attack success, original_label=4, adversarial_label=9, count=292\n",
      "attack success, original_label=2, adversarial_label=4, count=293\n",
      "attack success, original_label=1, adversarial_label=8, count=294\n",
      "attack success, original_label=4, adversarial_label=9, count=295\n",
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      "attack success, original_label=0, adversarial_label=6, count=297\n",
      "attack success, original_label=8, adversarial_label=9, count=298\n",
      "attack success, original_label=1, adversarial_label=8, count=299\n",
      "attack success, original_label=0, adversarial_label=9, count=300\n",
      "attack success, original_label=3, adversarial_label=5, count=301\n",
      "attack success, original_label=9, adversarial_label=4, count=302\n",
      "attack success, original_label=1, adversarial_label=8, count=303\n",
      "attack success, original_label=9, adversarial_label=4, count=304\n",
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      "attack success, original_label=7, adversarial_label=4, count=307\n",
      "attack success, original_label=2, adversarial_label=1, count=308\n",
      "attack success, original_label=1, adversarial_label=8, count=309\n",
      "attack success, original_label=7, adversarial_label=9, count=310\n",
      "attack success, original_label=7, adversarial_label=8, count=311\n",
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      "attack success, original_label=1, adversarial_label=4, count=314\n",
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      "attack success, original_label=8, adversarial_label=3, count=317\n",
      "attack success, original_label=9, adversarial_label=4, count=318\n",
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      "attack success, original_label=4, adversarial_label=9, count=325\n",
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      "attack success, original_label=2, adversarial_label=3, count=327\n",
      "attack success, original_label=3, adversarial_label=8, count=328\n",
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      "attack success, original_label=9, adversarial_label=4, count=332\n",
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      "attack success, original_label=3, adversarial_label=5, count=334\n",
      "attack success, original_label=3, adversarial_label=8, count=335\n",
      "attack success, original_label=0, adversarial_label=8, count=336\n",
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      "attack success, original_label=9, adversarial_label=5, count=340\n",
      "attack success, original_label=8, adversarial_label=1, count=341\n",
      "attack success, original_label=9, adversarial_label=8, count=342\n",
      "attack success, original_label=7, adversarial_label=3, count=343\n",
      "attack success, original_label=0, adversarial_label=8, count=344\n",
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      "attack success, original_label=4, adversarial_label=9, count=349\n",
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      "attack success, original_label=7, adversarial_label=9, count=351\n",
      "attack success, original_label=4, adversarial_label=9, count=352\n",
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      "attack success, original_label=1, adversarial_label=6, count=359\n",
      "attack success, original_label=4, adversarial_label=8, count=360\n",
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      "attack success, original_label=8, adversarial_label=9, count=367\n",
      "attack success, original_label=5, adversarial_label=9, count=368\n",
      "attack success, original_label=7, adversarial_label=9, count=369\n",
      "attack success, original_label=4, adversarial_label=8, count=370\n",
      "attack success, original_label=5, adversarial_label=6, count=371\n",
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      "attack success, original_label=2, adversarial_label=0, count=373\n",
      "attack success, original_label=3, adversarial_label=5, count=374\n",
      "attack success, original_label=5, adversarial_label=9, count=375\n",
      "attack success, original_label=0, adversarial_label=4, count=376\n",
      "attack success, original_label=5, adversarial_label=8, count=377\n",
      "attack success, original_label=8, adversarial_label=3, count=378\n",
      "attack success, original_label=7, adversarial_label=9, count=379\n",
      "attack success, original_label=8, adversarial_label=4, count=380\n",
      "attack success, original_label=1, adversarial_label=8, count=381\n",
      "attack success, original_label=1, adversarial_label=8, count=382\n",
      "attack success, original_label=5, adversarial_label=8, count=383\n",
      "attack success, original_label=5, adversarial_label=8, count=384\n",
      "attack success, original_label=7, adversarial_label=9, count=385\n",
      "attack success, original_label=7, adversarial_label=9, count=386\n",
      "attack success, original_label=6, adversarial_label=3, count=387\n",
      "attack success, original_label=1, adversarial_label=8, count=388\n",
      "attack success, original_label=2, adversarial_label=8, count=389\n",
      "attack success, original_label=4, adversarial_label=8, count=390\n",
      "attack success, original_label=8, adversarial_label=2, count=391\n",
      "attack success, original_label=6, adversarial_label=8, count=392\n",
      "attack success, original_label=4, adversarial_label=8, count=393\n",
      "attack success, original_label=4, adversarial_label=6, count=394\n",
      "attack success, original_label=3, adversarial_label=8, count=395\n",
      "attack success, original_label=9, adversarial_label=4, count=396\n",
      "attack success, original_label=7, adversarial_label=9, count=397\n",
      "attack success, original_label=2, adversarial_label=8, count=398\n",
      "attack success, original_label=4, adversarial_label=8, count=399\n",
      "attack success, original_label=2, adversarial_label=8, count=400\n",
      "attack success, original_label=1, adversarial_label=8, count=401\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=9, count=402\n",
      "attack success, original_label=5, adversarial_label=8, count=403\n",
      "attack success, original_label=1, adversarial_label=8, count=404\n",
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      "attack success, original_label=3, adversarial_label=9, count=543\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=2, adversarial_label=1, count=544\n",
      "attack success, original_label=9, adversarial_label=4, count=545\n",
      "attack success, original_label=1, adversarial_label=8, count=546\n",
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      "attack success, original_label=1, adversarial_label=8, count=592\n",
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      "attack success, original_label=4, adversarial_label=8, count=594\n",
      "attack success, original_label=6, adversarial_label=4, count=595\n",
      "attack success, original_label=0, adversarial_label=9, count=596\n",
      "attack success, original_label=7, adversarial_label=9, count=597\n",
      "attack success, original_label=2, adversarial_label=4, count=598\n",
      "attack success, original_label=7, adversarial_label=8, count=599\n",
      "attack success, original_label=0, adversarial_label=9, count=600\n",
      "attack success, original_label=0, adversarial_label=8, count=601\n",
      "attack success, original_label=0, adversarial_label=9, count=602\n",
      "attack success, original_label=5, adversarial_label=8, count=603\n",
      "attack success, original_label=3, adversarial_label=0, count=604\n",
      "attack success, original_label=5, adversarial_label=6, count=605\n",
      "attack success, original_label=9, adversarial_label=8, count=606\n",
      "attack success, original_label=1, adversarial_label=8, count=607\n",
      "attack success, original_label=3, adversarial_label=4, count=608\n",
      "attack success, original_label=3, adversarial_label=8, count=609\n",
      "attack success, original_label=8, adversarial_label=6, count=610\n",
      "attack success, original_label=6, adversarial_label=0, count=611\n",
      "attack success, original_label=1, adversarial_label=8, count=612\n",
      "attack success, original_label=0, adversarial_label=9, count=613\n",
      "attack success, original_label=4, adversarial_label=9, count=614\n",
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      "attack success, original_label=5, adversarial_label=8, count=619\n",
      "attack success, original_label=2, adversarial_label=4, count=620\n",
      "attack success, original_label=8, adversarial_label=0, count=621\n",
      "attack success, original_label=1, adversarial_label=8, count=622\n",
      "attack success, original_label=5, adversarial_label=8, count=623\n",
      "attack success, original_label=8, adversarial_label=0, count=624\n",
      "attack success, original_label=2, adversarial_label=8, count=625\n",
      "attack success, original_label=9, adversarial_label=4, count=626\n",
      "attack success, original_label=3, adversarial_label=9, count=627\n",
      "attack success, original_label=1, adversarial_label=8, count=628\n",
      "attack success, original_label=7, adversarial_label=9, count=629\n",
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      "attack success, original_label=0, adversarial_label=5, count=631\n",
      "attack success, original_label=4, adversarial_label=9, count=632\n",
      "attack success, original_label=2, adversarial_label=4, count=633\n",
      "attack success, original_label=3, adversarial_label=5, count=634\n",
      "attack success, original_label=2, adversarial_label=0, count=635\n",
      "attack success, original_label=0, adversarial_label=9, count=636\n",
      "attack success, original_label=0, adversarial_label=4, count=637\n",
      "attack success, original_label=4, adversarial_label=8, count=638\n",
      "attack success, original_label=6, adversarial_label=8, count=639\n",
      "attack success, original_label=4, adversarial_label=8, count=640\n",
      "attack success, original_label=5, adversarial_label=8, count=641\n",
      "attack success, original_label=8, adversarial_label=6, count=642\n",
      "attack success, original_label=4, adversarial_label=9, count=643\n",
      "attack success, original_label=8, adversarial_label=3, count=644\n",
      "attack success, original_label=5, adversarial_label=8, count=645\n",
      "attack success, original_label=9, adversarial_label=4, count=646\n",
      "attack success, original_label=6, adversarial_label=5, count=647\n",
      "attack success, original_label=2, adversarial_label=0, count=648\n",
      "attack success, original_label=1, adversarial_label=8, count=649\n",
      "attack success, original_label=3, adversarial_label=8, count=650\n",
      "attack success, original_label=1, adversarial_label=8, count=651\n",
      "attack success, original_label=8, adversarial_label=9, count=652\n",
      "attack success, original_label=2, adversarial_label=9, count=653\n",
      "attack success, original_label=9, adversarial_label=4, count=654\n",
      "attack success, original_label=9, adversarial_label=8, count=655\n",
      "attack success, original_label=9, adversarial_label=8, count=656\n",
      "attack success, original_label=4, adversarial_label=8, count=657\n",
      "attack success, original_label=9, adversarial_label=4, count=658\n",
      "attack success, original_label=1, adversarial_label=8, count=659\n",
      "attack success, original_label=6, adversarial_label=4, count=660\n",
      "attack success, original_label=7, adversarial_label=9, count=661\n",
      "attack success, original_label=8, adversarial_label=9, count=662\n",
      "attack success, original_label=1, adversarial_label=8, count=663\n",
      "attack success, original_label=4, adversarial_label=9, count=664\n",
      "attack success, original_label=3, adversarial_label=9, count=665\n",
      "attack success, original_label=6, adversarial_label=8, count=666\n",
      "attack success, original_label=2, adversarial_label=7, count=667\n",
      "attack success, original_label=1, adversarial_label=8, count=668\n",
      "attack success, original_label=9, adversarial_label=8, count=669\n",
      "attack success, original_label=0, adversarial_label=9, count=670\n",
      "attack success, original_label=9, adversarial_label=4, count=671\n",
      "attack success, original_label=0, adversarial_label=9, count=672\n",
      "attack success, original_label=9, adversarial_label=4, count=673\n",
      "attack success, original_label=9, adversarial_label=8, count=674\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=6, count=675\n",
      "attack success, original_label=4, adversarial_label=8, count=676\n",
      "attack success, original_label=1, adversarial_label=8, count=677\n",
      "attack success, original_label=2, adversarial_label=8, count=678\n",
      "attack success, original_label=0, adversarial_label=8, count=679\n",
      "attack success, original_label=7, adversarial_label=9, count=680\n",
      "attack success, original_label=3, adversarial_label=2, count=681\n",
      "attack success, original_label=5, adversarial_label=6, count=682\n",
      "attack success, original_label=1, adversarial_label=8, count=683\n",
      "attack success, original_label=3, adversarial_label=5, count=684\n",
      "attack success, original_label=9, adversarial_label=4, count=685\n",
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      "attack success, original_label=9, adversarial_label=8, count=687\n",
      "attack success, original_label=9, adversarial_label=8, count=688\n",
      "attack success, original_label=3, adversarial_label=8, count=689\n",
      "attack success, original_label=1, adversarial_label=8, count=690\n",
      "attack success, original_label=1, adversarial_label=8, count=691\n",
      "attack success, original_label=9, adversarial_label=8, count=692\n",
      "attack success, original_label=9, adversarial_label=4, count=693\n",
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      "attack success, original_label=3, adversarial_label=8, count=812\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=4, count=813\n",
      "attack success, original_label=4, adversarial_label=9, count=814\n",
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      "attack success, original_label=9, adversarial_label=8, count=881\n",
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      "attack success, original_label=0, adversarial_label=9, count=887\n",
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      "attack success, original_label=9, adversarial_label=8, count=894\n",
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      "attack success, original_label=0, adversarial_label=6, count=896\n",
      "attack success, original_label=4, adversarial_label=9, count=897\n",
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      "attack success, original_label=3, adversarial_label=8, count=906\n",
      "attack success, original_label=8, adversarial_label=9, count=907\n",
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      "attack success, original_label=7, adversarial_label=9, count=910\n",
      "attack success, original_label=4, adversarial_label=8, count=911\n",
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      "attack success, original_label=8, adversarial_label=6, count=913\n",
      "attack success, original_label=7, adversarial_label=9, count=914\n",
      "attack success, original_label=6, adversarial_label=8, count=915\n",
      "attack success, original_label=8, adversarial_label=2, count=916\n",
      "attack success, original_label=8, adversarial_label=3, count=917\n",
      "attack success, original_label=8, adversarial_label=6, count=918\n",
      "attack success, original_label=7, adversarial_label=8, count=919\n",
      "attack success, original_label=4, adversarial_label=8, count=920\n",
      "attack success, original_label=0, adversarial_label=6, count=921\n",
      "attack success, original_label=4, adversarial_label=9, count=922\n",
      "attack success, original_label=9, adversarial_label=4, count=923\n",
      "attack success, original_label=7, adversarial_label=9, count=924\n",
      "attack success, original_label=4, adversarial_label=8, count=925\n",
      "attack success, original_label=7, adversarial_label=9, count=926\n",
      "attack success, original_label=7, adversarial_label=3, count=927\n",
      "attack success, original_label=3, adversarial_label=9, count=928\n",
      "attack success, original_label=4, adversarial_label=9, count=929\n",
      "attack success, original_label=9, adversarial_label=4, count=930\n",
      "attack success, original_label=0, adversarial_label=5, count=931\n",
      "attack success, original_label=4, adversarial_label=9, count=932\n",
      "attack success, original_label=4, adversarial_label=9, count=933\n",
      "attack success, original_label=2, adversarial_label=8, count=934\n",
      "attack success, original_label=3, adversarial_label=5, count=935\n",
      "attack success, original_label=9, adversarial_label=4, count=936\n",
      "attack success, original_label=9, adversarial_label=4, count=937\n",
      "attack success, original_label=0, adversarial_label=9, count=938\n",
      "attack success, original_label=4, adversarial_label=8, count=939\n",
      "attack success, original_label=5, adversarial_label=8, count=940\n",
      "attack success, original_label=2, adversarial_label=3, count=941\n",
      "attack success, original_label=3, adversarial_label=9, count=942\n",
      "attack success, original_label=4, adversarial_label=9, count=943\n",
      "attack success, original_label=0, adversarial_label=6, count=944\n",
      "attack success, original_label=7, adversarial_label=9, count=945\n",
      "attack success, original_label=6, adversarial_label=4, count=946\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=8, count=947\n",
      "attack success, original_label=1, adversarial_label=8, count=948\n",
      "attack success, original_label=0, adversarial_label=9, count=949\n",
      "attack success, original_label=9, adversarial_label=4, count=950\n",
      "attack success, original_label=1, adversarial_label=8, count=951\n",
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      "attack success, original_label=3, adversarial_label=8, count=954\n",
      "attack success, original_label=7, adversarial_label=8, count=955\n",
      "attack success, original_label=7, adversarial_label=9, count=956\n",
      "attack success, original_label=1, adversarial_label=8, count=957\n",
      "attack success, original_label=3, adversarial_label=8, count=958\n",
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      "attack success, original_label=0, adversarial_label=6, count=962\n",
      "attack success, original_label=4, adversarial_label=9, count=963\n",
      "attack success, original_label=6, adversarial_label=4, count=964\n",
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      "attack success, original_label=9, adversarial_label=4, count=978\n",
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      "attack success, original_label=4, adversarial_label=0, count=982\n",
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      "attack success, original_label=2, adversarial_label=3, count=984\n",
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      "attack success, original_label=2, adversarial_label=4, count=986\n",
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      "attack success, original_label=3, adversarial_label=9, count=988\n",
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      "attack success, original_label=8, adversarial_label=9, count=991\n",
      "attack success, original_label=4, adversarial_label=9, count=992\n",
      "attack success, original_label=5, adversarial_label=8, count=993\n",
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      "attack success, original_label=4, adversarial_label=8, count=995\n",
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      "attack success, original_label=2, adversarial_label=3, count=997\n",
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      "attack success, original_label=8, adversarial_label=0, count=999\n",
      "attack success, original_label=5, adversarial_label=8, count=1000\n",
      "attack success, original_label=3, adversarial_label=0, count=1001\n",
      "attack success, original_label=8, adversarial_label=5, count=1002\n",
      "attack success, original_label=6, adversarial_label=4, count=1003\n",
      "attack success, original_label=4, adversarial_label=9, count=1004\n",
      "attack success, original_label=4, adversarial_label=9, count=1005\n",
      "attack success, original_label=8, adversarial_label=3, count=1006\n",
      "attack success, original_label=1, adversarial_label=8, count=1007\n",
      "attack success, original_label=5, adversarial_label=3, count=1008\n",
      "attack success, original_label=7, adversarial_label=3, count=1009\n",
      "attack success, original_label=4, adversarial_label=9, count=1010\n",
      "attack success, original_label=4, adversarial_label=9, count=1011\n",
      "attack success, original_label=1, adversarial_label=8, count=1012\n",
      "attack success, original_label=8, adversarial_label=5, count=1013\n",
      "attack success, original_label=5, adversarial_label=8, count=1014\n",
      "attack success, original_label=9, adversarial_label=8, count=1015\n",
      "attack success, original_label=8, adversarial_label=3, count=1016\n",
      "attack success, original_label=2, adversarial_label=8, count=1017\n",
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      "attack success, original_label=3, adversarial_label=9, count=1019\n",
      "attack success, original_label=5, adversarial_label=8, count=1020\n",
      "attack success, original_label=3, adversarial_label=2, count=1021\n",
      "attack success, original_label=7, adversarial_label=4, count=1022\n",
      "attack success, original_label=5, adversarial_label=6, count=1023\n",
      "attack success, original_label=0, adversarial_label=5, count=1024\n",
      "attack success, original_label=5, adversarial_label=9, count=1025\n",
      "attack success, original_label=0, adversarial_label=9, count=1026\n",
      "attack success, original_label=1, adversarial_label=8, count=1027\n",
      "attack success, original_label=8, adversarial_label=6, count=1028\n",
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      "attack success, original_label=9, adversarial_label=8, count=1038\n",
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      "attack success, original_label=6, adversarial_label=8, count=1054\n",
      "attack success, original_label=9, adversarial_label=4, count=1055\n",
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      "attack success, original_label=3, adversarial_label=5, count=1058\n",
      "attack success, original_label=1, adversarial_label=8, count=1059\n",
      "attack success, original_label=2, adversarial_label=6, count=1060\n",
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      "attack success, original_label=7, adversarial_label=9, count=1065\n",
      "attack success, original_label=1, adversarial_label=8, count=1066\n",
      "attack success, original_label=6, adversarial_label=4, count=1067\n",
      "attack success, original_label=1, adversarial_label=8, count=1068\n",
      "attack success, original_label=5, adversarial_label=3, count=1069\n",
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      "attack success, original_label=2, adversarial_label=8, count=1087\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=4, count=1088\n",
      "attack success, original_label=9, adversarial_label=4, count=1089\n",
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      "attack success, original_label=9, adversarial_label=8, count=1186\n",
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      "attack success, original_label=9, adversarial_label=4, count=1188\n",
      "attack success, original_label=4, adversarial_label=8, count=1189\n",
      "attack success, original_label=2, adversarial_label=8, count=1190\n",
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      "attack success, original_label=8, adversarial_label=3, count=1198\n",
      "attack success, original_label=8, adversarial_label=3, count=1199\n",
      "attack success, original_label=4, adversarial_label=8, count=1200\n",
      "attack success, original_label=1, adversarial_label=8, count=1201\n",
      "attack success, original_label=1, adversarial_label=8, count=1202\n",
      "attack success, original_label=2, adversarial_label=8, count=1203\n",
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      "attack success, original_label=3, adversarial_label=5, count=1209\n",
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      "attack success, original_label=3, adversarial_label=9, count=1214\n",
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      "attack success, original_label=8, adversarial_label=0, count=1216\n",
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      "attack success, original_label=4, adversarial_label=8, count=1218\n",
      "attack success, original_label=9, adversarial_label=8, count=1219\n",
      "attack success, original_label=0, adversarial_label=6, count=1220\n",
      "attack success, original_label=4, adversarial_label=8, count=1221\n",
      "attack success, original_label=6, adversarial_label=4, count=1222\n",
      "attack success, original_label=8, adversarial_label=6, count=1223\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=9, count=1224\n",
      "attack success, original_label=0, adversarial_label=4, count=1225\n",
      "attack success, original_label=1, adversarial_label=8, count=1226\n",
      "attack success, original_label=5, adversarial_label=0, count=1227\n",
      "attack success, original_label=5, adversarial_label=8, count=1228\n",
      "attack success, original_label=9, adversarial_label=8, count=1229\n",
      "attack success, original_label=0, adversarial_label=4, count=1230\n",
      "attack success, original_label=4, adversarial_label=8, count=1231\n",
      "attack success, original_label=8, adversarial_label=5, count=1232\n",
      "attack success, original_label=0, adversarial_label=9, count=1233\n",
      "attack success, original_label=2, adversarial_label=8, count=1234\n",
      "attack success, original_label=0, adversarial_label=9, count=1235\n",
      "attack success, original_label=4, adversarial_label=8, count=1236\n",
      "attack success, original_label=5, adversarial_label=6, count=1237\n",
      "attack success, original_label=6, adversarial_label=0, count=1238\n",
      "attack success, original_label=9, adversarial_label=5, count=1239\n",
      "attack success, original_label=5, adversarial_label=8, count=1240\n",
      "attack success, original_label=9, adversarial_label=8, count=1241\n",
      "attack success, original_label=0, adversarial_label=4, count=1242\n",
      "attack success, original_label=3, adversarial_label=9, count=1243\n",
      "attack success, original_label=7, adversarial_label=4, count=1244\n",
      "attack success, original_label=8, adversarial_label=6, count=1245\n",
      "attack success, original_label=7, adversarial_label=9, count=1246\n",
      "attack success, original_label=5, adversarial_label=8, count=1247\n",
      "attack success, original_label=3, adversarial_label=5, count=1248\n",
      "attack success, original_label=3, adversarial_label=9, count=1249\n",
      "attack success, original_label=7, adversarial_label=8, count=1250\n",
      "attack success, original_label=6, adversarial_label=8, count=1251\n",
      "attack success, original_label=1, adversarial_label=8, count=1252\n",
      "attack success, original_label=5, adversarial_label=9, count=1253\n",
      "attack success, original_label=2, adversarial_label=8, count=1254\n",
      "attack success, original_label=8, adversarial_label=3, count=1255\n",
      "attack success, original_label=4, adversarial_label=8, count=1256\n",
      "attack success, original_label=7, adversarial_label=9, count=1257\n",
      "attack success, original_label=0, adversarial_label=8, count=1258\n",
      "attack success, original_label=4, adversarial_label=8, count=1259\n",
      "attack success, original_label=3, adversarial_label=9, count=1260\n",
      "attack success, original_label=6, adversarial_label=4, count=1261\n",
      "attack success, original_label=4, adversarial_label=8, count=1262\n",
      "attack success, original_label=6, adversarial_label=4, count=1263\n",
      "attack success, original_label=9, adversarial_label=8, count=1264\n",
      "attack success, original_label=3, adversarial_label=9, count=1265\n",
      "attack success, original_label=3, adversarial_label=6, count=1266\n",
      "attack success, original_label=5, adversarial_label=9, count=1267\n",
      "attack success, original_label=2, adversarial_label=3, count=1268\n",
      "attack success, original_label=2, adversarial_label=3, count=1269\n",
      "attack success, original_label=4, adversarial_label=8, count=1270\n",
      "attack success, original_label=4, adversarial_label=8, count=1271\n",
      "attack success, original_label=4, adversarial_label=9, count=1272\n",
      "attack success, original_label=2, adversarial_label=3, count=1273\n",
      "attack success, original_label=2, adversarial_label=1, count=1274\n",
      "attack success, original_label=1, adversarial_label=8, count=1275\n",
      "attack success, original_label=2, adversarial_label=8, count=1276\n",
      "attack success, original_label=3, adversarial_label=9, count=1277\n",
      "attack success, original_label=1, adversarial_label=8, count=1278\n",
      "attack success, original_label=7, adversarial_label=3, count=1279\n",
      "attack success, original_label=3, adversarial_label=5, count=1280\n",
      "attack success, original_label=2, adversarial_label=8, count=1281\n",
      "attack success, original_label=2, adversarial_label=1, count=1282\n",
      "attack success, original_label=8, adversarial_label=5, count=1283\n",
      "attack success, original_label=7, adversarial_label=9, count=1284\n",
      "attack success, original_label=7, adversarial_label=3, count=1285\n",
      "attack success, original_label=1, adversarial_label=8, count=1286\n",
      "attack success, original_label=0, adversarial_label=6, count=1287\n",
      "attack success, original_label=0, adversarial_label=7, count=1288\n",
      "attack success, original_label=6, adversarial_label=8, count=1289\n",
      "attack success, original_label=4, adversarial_label=8, count=1290\n",
      "attack success, original_label=3, adversarial_label=8, count=1291\n",
      "attack success, original_label=4, adversarial_label=9, count=1292\n",
      "attack success, original_label=9, adversarial_label=4, count=1293\n",
      "attack success, original_label=8, adversarial_label=3, count=1294\n",
      "attack success, original_label=4, adversarial_label=9, count=1295\n",
      "attack success, original_label=0, adversarial_label=5, count=1296\n",
      "attack success, original_label=5, adversarial_label=8, count=1297\n",
      "attack success, original_label=0, adversarial_label=6, count=1298\n",
      "attack success, original_label=6, adversarial_label=4, count=1299\n",
      "attack success, original_label=1, adversarial_label=8, count=1300\n",
      "attack success, original_label=4, adversarial_label=9, count=1301\n",
      "attack success, original_label=5, adversarial_label=8, count=1302\n",
      "attack success, original_label=7, adversarial_label=9, count=1303\n",
      "attack success, original_label=4, adversarial_label=8, count=1304\n",
      "attack success, original_label=8, adversarial_label=9, count=1305\n",
      "attack success, original_label=6, adversarial_label=8, count=1306\n",
      "attack success, original_label=5, adversarial_label=9, count=1307\n",
      "attack success, original_label=6, adversarial_label=8, count=1308\n",
      "attack success, original_label=4, adversarial_label=9, count=1309\n",
      "attack success, original_label=0, adversarial_label=8, count=1310\n",
      "attack success, original_label=7, adversarial_label=8, count=1311\n",
      "attack success, original_label=1, adversarial_label=8, count=1312\n",
      "attack success, original_label=7, adversarial_label=9, count=1313\n",
      "attack success, original_label=8, adversarial_label=5, count=1314\n",
      "attack success, original_label=4, adversarial_label=8, count=1315\n",
      "attack success, original_label=9, adversarial_label=4, count=1316\n",
      "attack success, original_label=7, adversarial_label=9, count=1317\n",
      "attack success, original_label=8, adversarial_label=5, count=1318\n",
      "attack success, original_label=5, adversarial_label=8, count=1319\n",
      "attack success, original_label=5, adversarial_label=6, count=1320\n",
      "attack success, original_label=9, adversarial_label=4, count=1321\n",
      "attack success, original_label=5, adversarial_label=8, count=1322\n",
      "attack success, original_label=0, adversarial_label=6, count=1323\n",
      "attack success, original_label=0, adversarial_label=9, count=1324\n",
      "attack success, original_label=6, adversarial_label=8, count=1325\n",
      "attack success, original_label=6, adversarial_label=0, count=1326\n",
      "attack success, original_label=4, adversarial_label=9, count=1327\n",
      "attack success, original_label=4, adversarial_label=9, count=1328\n",
      "attack success, original_label=9, adversarial_label=4, count=1329\n",
      "attack success, original_label=9, adversarial_label=5, count=1330\n",
      "attack success, original_label=0, adversarial_label=9, count=1331\n",
      "attack success, original_label=2, adversarial_label=3, count=1332\n",
      "attack success, original_label=9, adversarial_label=4, count=1333\n",
      "attack success, original_label=5, adversarial_label=8, count=1334\n",
      "attack success, original_label=6, adversarial_label=5, count=1335\n",
      "attack success, original_label=1, adversarial_label=8, count=1336\n",
      "attack success, original_label=2, adversarial_label=1, count=1337\n",
      "attack success, original_label=5, adversarial_label=4, count=1338\n",
      "attack success, original_label=9, adversarial_label=4, count=1339\n",
      "attack success, original_label=7, adversarial_label=3, count=1340\n",
      "attack success, original_label=5, adversarial_label=8, count=1341\n",
      "attack success, original_label=6, adversarial_label=5, count=1342\n",
      "attack success, original_label=8, adversarial_label=3, count=1343\n",
      "attack success, original_label=4, adversarial_label=0, count=1344\n",
      "attack success, original_label=7, adversarial_label=3, count=1345\n",
      "attack success, original_label=5, adversarial_label=8, count=1346\n",
      "attack success, original_label=4, adversarial_label=8, count=1347\n",
      "attack success, original_label=8, adversarial_label=5, count=1348\n",
      "attack success, original_label=5, adversarial_label=8, count=1349\n",
      "attack success, original_label=6, adversarial_label=8, count=1350\n",
      "attack success, original_label=9, adversarial_label=8, count=1351\n",
      "attack success, original_label=3, adversarial_label=2, count=1352\n",
      "attack success, original_label=1, adversarial_label=8, count=1353\n",
      "attack success, original_label=1, adversarial_label=8, count=1354\n",
      "attack success, original_label=5, adversarial_label=9, count=1355\n",
      "attack success, original_label=6, adversarial_label=4, count=1356\n",
      "attack success, original_label=8, adversarial_label=9, count=1357\n",
      "attack success, original_label=9, adversarial_label=8, count=1358\n",
      "attack success, original_label=3, adversarial_label=9, count=1359\n",
      "attack success, original_label=0, adversarial_label=8, count=1360\n",
      "attack success, original_label=1, adversarial_label=8, count=1361\n",
      "attack success, original_label=8, adversarial_label=3, count=1362\n",
      "attack success, original_label=5, adversarial_label=8, count=1363\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=8, count=1364\n",
      "attack success, original_label=0, adversarial_label=8, count=1365\n",
      "attack success, original_label=7, adversarial_label=9, count=1366\n",
      "attack success, original_label=7, adversarial_label=9, count=1367\n",
      "attack success, original_label=9, adversarial_label=4, count=1368\n",
      "attack success, original_label=4, adversarial_label=8, count=1369\n",
      "attack success, original_label=7, adversarial_label=9, count=1370\n",
      "attack success, original_label=8, adversarial_label=4, count=1371\n",
      "attack success, original_label=5, adversarial_label=9, count=1372\n",
      "attack success, original_label=0, adversarial_label=9, count=1373\n",
      "attack success, original_label=6, adversarial_label=4, count=1374\n",
      "attack success, original_label=3, adversarial_label=9, count=1375\n",
      "attack success, original_label=7, adversarial_label=9, count=1376\n",
      "attack success, original_label=0, adversarial_label=9, count=1377\n",
      "attack success, original_label=8, adversarial_label=3, count=1378\n",
      "attack success, original_label=0, adversarial_label=4, count=1379\n",
      "attack success, original_label=1, adversarial_label=8, count=1380\n",
      "attack success, original_label=5, adversarial_label=8, count=1381\n",
      "attack success, original_label=6, adversarial_label=4, count=1382\n",
      "attack success, original_label=2, adversarial_label=9, count=1383\n",
      "attack success, original_label=0, adversarial_label=4, count=1384\n",
      "attack success, original_label=2, adversarial_label=1, count=1385\n",
      "attack success, original_label=1, adversarial_label=8, count=1386\n",
      "attack success, original_label=1, adversarial_label=4, count=1387\n",
      "attack success, original_label=3, adversarial_label=8, count=1388\n",
      "attack success, original_label=8, adversarial_label=4, count=1389\n",
      "attack success, original_label=9, adversarial_label=8, count=1390\n",
      "attack success, original_label=9, adversarial_label=4, count=1391\n",
      "attack success, original_label=3, adversarial_label=9, count=1392\n",
      "attack success, original_label=7, adversarial_label=4, count=1393\n",
      "attack success, original_label=1, adversarial_label=8, count=1394\n",
      "attack success, original_label=3, adversarial_label=0, count=1395\n",
      "attack success, original_label=1, adversarial_label=8, count=1396\n",
      "attack success, original_label=2, adversarial_label=8, count=1397\n",
      "attack success, original_label=2, adversarial_label=4, count=1398\n",
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      "attack success, original_label=5, adversarial_label=0, count=1400\n",
      "attack success, original_label=0, adversarial_label=9, count=1401\n",
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      "attack success, original_label=8, adversarial_label=5, count=1403\n",
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      "attack success, original_label=9, adversarial_label=4, count=1407\n",
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      "attack success, original_label=4, adversarial_label=9, count=1409\n",
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      "attack success, original_label=6, adversarial_label=8, count=1412\n",
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      "attack success, original_label=4, adversarial_label=6, count=1414\n",
      "attack success, original_label=8, adversarial_label=3, count=1415\n",
      "attack success, original_label=8, adversarial_label=9, count=1416\n",
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      "attack success, original_label=3, adversarial_label=9, count=1418\n",
      "attack success, original_label=1, adversarial_label=8, count=1419\n",
      "attack success, original_label=9, adversarial_label=4, count=1420\n",
      "attack success, original_label=1, adversarial_label=8, count=1421\n",
      "attack success, original_label=1, adversarial_label=8, count=1422\n",
      "attack success, original_label=8, adversarial_label=6, count=1423\n",
      "attack success, original_label=6, adversarial_label=8, count=1424\n",
      "attack success, original_label=8, adversarial_label=9, count=1425\n",
      "attack success, original_label=1, adversarial_label=8, count=1426\n",
      "attack success, original_label=7, adversarial_label=5, count=1427\n",
      "attack success, original_label=2, adversarial_label=3, count=1428\n",
      "attack success, original_label=1, adversarial_label=8, count=1429\n",
      "attack success, original_label=1, adversarial_label=8, count=1430\n",
      "attack success, original_label=3, adversarial_label=8, count=1431\n",
      "attack success, original_label=1, adversarial_label=8, count=1432\n",
      "attack success, original_label=7, adversarial_label=9, count=1433\n",
      "attack success, original_label=9, adversarial_label=8, count=1434\n",
      "attack success, original_label=7, adversarial_label=9, count=1435\n",
      "attack success, original_label=0, adversarial_label=9, count=1436\n",
      "attack success, original_label=1, adversarial_label=8, count=1437\n",
      "attack success, original_label=8, adversarial_label=3, count=1438\n",
      "attack success, original_label=8, adversarial_label=4, count=1439\n",
      "attack success, original_label=1, adversarial_label=8, count=1440\n",
      "attack success, original_label=8, adversarial_label=5, count=1441\n",
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      "attack success, original_label=4, adversarial_label=9, count=1443\n",
      "attack success, original_label=5, adversarial_label=9, count=1444\n",
      "attack success, original_label=9, adversarial_label=4, count=1445\n",
      "attack success, original_label=4, adversarial_label=8, count=1446\n",
      "attack success, original_label=2, adversarial_label=8, count=1447\n",
      "attack success, original_label=7, adversarial_label=3, count=1448\n",
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      "attack success, original_label=5, adversarial_label=9, count=1450\n",
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      "attack success, original_label=2, adversarial_label=8, count=1452\n",
      "attack success, original_label=5, adversarial_label=9, count=1453\n",
      "attack success, original_label=0, adversarial_label=7, count=1454\n",
      "attack success, original_label=9, adversarial_label=0, count=1455\n",
      "attack success, original_label=3, adversarial_label=8, count=1456\n",
      "attack success, original_label=5, adversarial_label=9, count=1457\n",
      "attack success, original_label=7, adversarial_label=8, count=1458\n",
      "attack success, original_label=2, adversarial_label=3, count=1459\n",
      "attack success, original_label=4, adversarial_label=9, count=1460\n",
      "attack success, original_label=5, adversarial_label=9, count=1461\n",
      "attack success, original_label=9, adversarial_label=4, count=1462\n",
      "attack success, original_label=0, adversarial_label=9, count=1463\n",
      "attack success, original_label=7, adversarial_label=9, count=1464\n",
      "attack success, original_label=2, adversarial_label=8, count=1465\n",
      "attack success, original_label=3, adversarial_label=5, count=1466\n",
      "attack success, original_label=6, adversarial_label=4, count=1467\n",
      "attack success, original_label=6, adversarial_label=8, count=1468\n",
      "attack success, original_label=8, adversarial_label=2, count=1469\n",
      "attack success, original_label=4, adversarial_label=8, count=1470\n",
      "attack success, original_label=3, adversarial_label=7, count=1471\n",
      "attack success, original_label=0, adversarial_label=9, count=1472\n",
      "attack success, original_label=6, adversarial_label=9, count=1473\n",
      "attack success, original_label=3, adversarial_label=8, count=1474\n",
      "attack success, original_label=0, adversarial_label=6, count=1475\n",
      "attack success, original_label=8, adversarial_label=9, count=1476\n",
      "attack success, original_label=3, adversarial_label=5, count=1477\n",
      "attack success, original_label=9, adversarial_label=4, count=1478\n",
      "attack success, original_label=0, adversarial_label=6, count=1479\n",
      "attack success, original_label=6, adversarial_label=0, count=1480\n",
      "attack success, original_label=9, adversarial_label=4, count=1481\n",
      "attack success, original_label=6, adversarial_label=8, count=1482\n",
      "attack success, original_label=2, adversarial_label=0, count=1483\n",
      "attack success, original_label=9, adversarial_label=0, count=1484\n",
      "attack success, original_label=4, adversarial_label=9, count=1485\n",
      "attack success, original_label=1, adversarial_label=8, count=1486\n",
      "attack success, original_label=0, adversarial_label=9, count=1487\n",
      "attack success, original_label=2, adversarial_label=0, count=1488\n",
      "attack success, original_label=7, adversarial_label=9, count=1489\n",
      "attack success, original_label=9, adversarial_label=8, count=1490\n",
      "attack success, original_label=0, adversarial_label=9, count=1491\n",
      "attack success, original_label=1, adversarial_label=8, count=1492\n",
      "attack success, original_label=8, adversarial_label=9, count=1493\n",
      "attack success, original_label=6, adversarial_label=4, count=1494\n",
      "attack success, original_label=3, adversarial_label=5, count=1495\n",
      "attack success, original_label=9, adversarial_label=4, count=1496\n",
      "attack success, original_label=2, adversarial_label=3, count=1497\n",
      "attack success, original_label=7, adversarial_label=3, count=1498\n",
      "attack success, original_label=8, adversarial_label=6, count=1499\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=5, count=1500\n",
      "attack success, original_label=7, adversarial_label=8, count=1501\n",
      "attack success, original_label=8, adversarial_label=4, count=1502\n",
      "attack success, original_label=9, adversarial_label=4, count=1503\n",
      "attack success, original_label=1, adversarial_label=8, count=1504\n",
      "attack success, original_label=6, adversarial_label=4, count=1505\n",
      "attack success, original_label=9, adversarial_label=7, count=1506\n",
      "attack success, original_label=3, adversarial_label=5, count=1507\n",
      "attack success, original_label=2, adversarial_label=1, count=1508\n",
      "attack success, original_label=3, adversarial_label=8, count=1509\n",
      "attack success, original_label=4, adversarial_label=0, count=1510\n",
      "attack success, original_label=3, adversarial_label=8, count=1511\n",
      "attack success, original_label=2, adversarial_label=5, count=1512\n",
      "attack success, original_label=8, adversarial_label=0, count=1513\n",
      "attack success, original_label=2, adversarial_label=3, count=1514\n",
      "attack success, original_label=4, adversarial_label=6, count=1515\n",
      "attack success, original_label=5, adversarial_label=8, count=1516\n",
      "attack success, original_label=7, adversarial_label=3, count=1517\n",
      "attack success, original_label=7, adversarial_label=9, count=1518\n",
      "attack success, original_label=5, adversarial_label=6, count=1519\n",
      "attack success, original_label=6, adversarial_label=0, count=1520\n",
      "attack success, original_label=0, adversarial_label=5, count=1521\n",
      "attack success, original_label=1, adversarial_label=8, count=1522\n",
      "attack success, original_label=8, adversarial_label=0, count=1523\n",
      "attack success, original_label=8, adversarial_label=9, count=1524\n",
      "attack success, original_label=4, adversarial_label=8, count=1525\n",
      "attack success, original_label=0, adversarial_label=8, count=1526\n",
      "attack success, original_label=5, adversarial_label=3, count=1527\n",
      "attack success, original_label=8, adversarial_label=9, count=1528\n",
      "attack success, original_label=4, adversarial_label=8, count=1529\n",
      "attack success, original_label=9, adversarial_label=8, count=1530\n",
      "attack success, original_label=4, adversarial_label=9, count=1531\n",
      "attack success, original_label=6, adversarial_label=8, count=1532\n",
      "attack success, original_label=9, adversarial_label=8, count=1533\n",
      "attack success, original_label=1, adversarial_label=8, count=1534\n",
      "attack success, original_label=7, adversarial_label=9, count=1535\n",
      "attack success, original_label=6, adversarial_label=0, count=1536\n",
      "attack success, original_label=0, adversarial_label=9, count=1537\n",
      "attack success, original_label=5, adversarial_label=8, count=1538\n",
      "attack success, original_label=5, adversarial_label=6, count=1539\n",
      "attack success, original_label=1, adversarial_label=8, count=1540\n",
      "attack success, original_label=2, adversarial_label=3, count=1541\n",
      "attack success, original_label=8, adversarial_label=5, count=1542\n",
      "attack success, original_label=5, adversarial_label=8, count=1543\n",
      "attack success, original_label=5, adversarial_label=8, count=1544\n",
      "attack success, original_label=6, adversarial_label=8, count=1545\n",
      "attack success, original_label=9, adversarial_label=8, count=1546\n",
      "attack success, original_label=2, adversarial_label=3, count=1547\n",
      "attack success, original_label=5, adversarial_label=8, count=1548\n",
      "attack success, original_label=9, adversarial_label=8, count=1549\n",
      "attack success, original_label=1, adversarial_label=8, count=1550\n",
      "attack success, original_label=9, adversarial_label=4, count=1551\n",
      "attack success, original_label=9, adversarial_label=8, count=1552\n",
      "attack success, original_label=9, adversarial_label=4, count=1553\n",
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      "attack success, original_label=9, adversarial_label=8, count=1555\n",
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      "attack success, original_label=6, adversarial_label=4, count=1558\n",
      "attack success, original_label=1, adversarial_label=8, count=1559\n",
      "attack success, original_label=7, adversarial_label=8, count=1560\n",
      "attack success, original_label=1, adversarial_label=8, count=1561\n",
      "attack success, original_label=5, adversarial_label=6, count=1562\n",
      "attack success, original_label=6, adversarial_label=5, count=1563\n",
      "attack success, original_label=4, adversarial_label=8, count=1564\n",
      "attack success, original_label=6, adversarial_label=4, count=1565\n",
      "attack success, original_label=3, adversarial_label=9, count=1566\n",
      "attack success, original_label=2, adversarial_label=3, count=1567\n",
      "attack success, original_label=4, adversarial_label=9, count=1568\n",
      "attack success, original_label=6, adversarial_label=8, count=1569\n",
      "attack success, original_label=1, adversarial_label=8, count=1570\n",
      "attack success, original_label=3, adversarial_label=5, count=1571\n",
      "attack success, original_label=5, adversarial_label=8, count=1572\n",
      "attack success, original_label=4, adversarial_label=8, count=1573\n",
      "attack success, original_label=2, adversarial_label=3, count=1574\n",
      "attack success, original_label=2, adversarial_label=3, count=1575\n",
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      "attack success, original_label=0, adversarial_label=5, count=1580\n",
      "attack success, original_label=4, adversarial_label=8, count=1581\n",
      "attack success, original_label=8, adversarial_label=2, count=1582\n",
      "attack success, original_label=2, adversarial_label=3, count=1583\n",
      "attack success, original_label=7, adversarial_label=3, count=1584\n",
      "attack success, original_label=7, adversarial_label=9, count=1585\n",
      "attack success, original_label=3, adversarial_label=9, count=1586\n",
      "attack success, original_label=7, adversarial_label=9, count=1587\n",
      "attack success, original_label=1, adversarial_label=8, count=1588\n",
      "attack success, original_label=4, adversarial_label=9, count=1589\n",
      "attack success, original_label=3, adversarial_label=5, count=1590\n",
      "attack success, original_label=7, adversarial_label=9, count=1591\n",
      "attack success, original_label=3, adversarial_label=9, count=1592\n",
      "attack success, original_label=7, adversarial_label=2, count=1593\n",
      "attack success, original_label=0, adversarial_label=5, count=1594\n",
      "attack success, original_label=1, adversarial_label=8, count=1595\n",
      "attack success, original_label=1, adversarial_label=8, count=1596\n",
      "attack success, original_label=0, adversarial_label=9, count=1597\n",
      "attack success, original_label=2, adversarial_label=7, count=1598\n",
      "attack success, original_label=3, adversarial_label=8, count=1599\n",
      "attack success, original_label=6, adversarial_label=8, count=1600\n",
      "attack success, original_label=6, adversarial_label=4, count=1601\n",
      "attack success, original_label=2, adversarial_label=3, count=1602\n",
      "attack success, original_label=1, adversarial_label=8, count=1603\n",
      "attack success, original_label=3, adversarial_label=8, count=1604\n",
      "attack success, original_label=4, adversarial_label=8, count=1605\n",
      "attack success, original_label=8, adversarial_label=3, count=1606\n",
      "attack success, original_label=6, adversarial_label=4, count=1607\n",
      "attack success, original_label=5, adversarial_label=9, count=1608\n",
      "attack success, original_label=7, adversarial_label=4, count=1609\n",
      "attack success, original_label=3, adversarial_label=2, count=1610\n",
      "attack success, original_label=0, adversarial_label=6, count=1611\n",
      "attack success, original_label=4, adversarial_label=8, count=1612\n",
      "attack success, original_label=2, adversarial_label=3, count=1613\n",
      "attack success, original_label=8, adversarial_label=5, count=1614\n",
      "attack success, original_label=0, adversarial_label=9, count=1615\n",
      "attack success, original_label=9, adversarial_label=8, count=1616\n",
      "attack success, original_label=1, adversarial_label=8, count=1617\n",
      "attack success, original_label=4, adversarial_label=6, count=1618\n",
      "attack success, original_label=9, adversarial_label=4, count=1619\n",
      "attack success, original_label=3, adversarial_label=8, count=1620\n",
      "attack success, original_label=7, adversarial_label=9, count=1621\n",
      "attack success, original_label=1, adversarial_label=8, count=1622\n",
      "attack success, original_label=2, adversarial_label=8, count=1623\n",
      "attack success, original_label=3, adversarial_label=9, count=1624\n",
      "attack success, original_label=2, adversarial_label=8, count=1625\n",
      "attack success, original_label=1, adversarial_label=8, count=1626\n",
      "attack success, original_label=3, adversarial_label=8, count=1627\n",
      "attack success, original_label=2, adversarial_label=8, count=1628\n",
      "attack success, original_label=8, adversarial_label=5, count=1629\n",
      "attack success, original_label=2, adversarial_label=3, count=1630\n",
      "attack success, original_label=1, adversarial_label=8, count=1631\n",
      "attack success, original_label=3, adversarial_label=5, count=1632\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=5, count=1633\n",
      "attack success, original_label=6, adversarial_label=8, count=1634\n",
      "attack success, original_label=8, adversarial_label=6, count=1635\n",
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      "attack success, original_label=0, adversarial_label=5, count=1769\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=2, count=1770\n",
      "attack success, original_label=8, adversarial_label=5, count=1771\n",
      "attack success, original_label=8, adversarial_label=4, count=1772\n",
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      "attack success, original_label=9, adversarial_label=4, count=1832\n",
      "attack success, original_label=1, adversarial_label=8, count=1833\n",
      "attack success, original_label=9, adversarial_label=4, count=1834\n",
      "attack success, original_label=5, adversarial_label=6, count=1835\n",
      "attack success, original_label=5, adversarial_label=9, count=1836\n",
      "attack success, original_label=1, adversarial_label=8, count=1837\n",
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      "attack success, original_label=1, adversarial_label=8, count=1843\n",
      "attack success, original_label=3, adversarial_label=9, count=1844\n",
      "attack success, original_label=6, adversarial_label=4, count=1845\n",
      "attack success, original_label=7, adversarial_label=8, count=1846\n",
      "attack success, original_label=9, adversarial_label=4, count=1847\n",
      "attack success, original_label=1, adversarial_label=8, count=1848\n",
      "attack success, original_label=8, adversarial_label=3, count=1849\n",
      "attack success, original_label=7, adversarial_label=8, count=1850\n",
      "attack success, original_label=0, adversarial_label=9, count=1851\n",
      "attack success, original_label=8, adversarial_label=3, count=1852\n",
      "attack success, original_label=8, adversarial_label=5, count=1853\n",
      "attack success, original_label=4, adversarial_label=0, count=1854\n",
      "attack success, original_label=0, adversarial_label=9, count=1855\n",
      "attack success, original_label=3, adversarial_label=9, count=1856\n",
      "attack success, original_label=7, adversarial_label=4, count=1857\n",
      "attack success, original_label=3, adversarial_label=9, count=1858\n",
      "attack success, original_label=9, adversarial_label=5, count=1859\n",
      "attack success, original_label=8, adversarial_label=6, count=1860\n",
      "attack success, original_label=5, adversarial_label=8, count=1861\n",
      "attack success, original_label=2, adversarial_label=3, count=1862\n",
      "attack success, original_label=9, adversarial_label=8, count=1863\n",
      "attack success, original_label=8, adversarial_label=3, count=1864\n",
      "attack success, original_label=7, adversarial_label=9, count=1865\n",
      "attack success, original_label=8, adversarial_label=0, count=1866\n",
      "attack success, original_label=0, adversarial_label=9, count=1867\n",
      "attack success, original_label=1, adversarial_label=8, count=1868\n",
      "attack success, original_label=7, adversarial_label=3, count=1869\n",
      "attack success, original_label=6, adversarial_label=0, count=1870\n",
      "attack success, original_label=2, adversarial_label=3, count=1871\n",
      "attack success, original_label=6, adversarial_label=8, count=1872\n",
      "attack success, original_label=7, adversarial_label=8, count=1873\n",
      "attack success, original_label=1, adversarial_label=8, count=1874\n",
      "attack success, original_label=3, adversarial_label=5, count=1875\n",
      "attack success, original_label=3, adversarial_label=5, count=1876\n",
      "attack success, original_label=4, adversarial_label=8, count=1877\n",
      "attack success, original_label=9, adversarial_label=8, count=1878\n",
      "attack success, original_label=9, adversarial_label=8, count=1879\n",
      "attack success, original_label=8, adversarial_label=3, count=1880\n",
      "attack success, original_label=2, adversarial_label=4, count=1881\n",
      "attack success, original_label=9, adversarial_label=4, count=1882\n",
      "attack success, original_label=5, adversarial_label=8, count=1883\n",
      "attack success, original_label=9, adversarial_label=4, count=1884\n",
      "attack success, original_label=7, adversarial_label=8, count=1885\n",
      "attack success, original_label=9, adversarial_label=8, count=1886\n",
      "attack success, original_label=0, adversarial_label=9, count=1887\n",
      "attack success, original_label=8, adversarial_label=1, count=1888\n",
      "attack success, original_label=2, adversarial_label=3, count=1889\n",
      "attack success, original_label=9, adversarial_label=4, count=1890\n",
      "attack success, original_label=0, adversarial_label=5, count=1891\n",
      "attack success, original_label=6, adversarial_label=4, count=1892\n",
      "attack success, original_label=6, adversarial_label=9, count=1893\n",
      "attack success, original_label=2, adversarial_label=8, count=1894\n",
      "attack success, original_label=3, adversarial_label=0, count=1895\n",
      "attack success, original_label=7, adversarial_label=9, count=1896\n",
      "attack success, original_label=4, adversarial_label=8, count=1897\n",
      "attack success, original_label=6, adversarial_label=5, count=1898\n",
      "attack success, original_label=0, adversarial_label=9, count=1899\n",
      "attack success, original_label=1, adversarial_label=8, count=1900\n",
      "attack success, original_label=5, adversarial_label=8, count=1901\n",
      "attack success, original_label=3, adversarial_label=8, count=1902\n",
      "attack success, original_label=7, adversarial_label=9, count=1903\n",
      "attack success, original_label=9, adversarial_label=4, count=1904\n",
      "attack success, original_label=7, adversarial_label=9, count=1905\n",
      "attack success, original_label=4, adversarial_label=8, count=1906\n",
      "attack success, original_label=0, adversarial_label=4, count=1907\n",
      "attack success, original_label=5, adversarial_label=8, count=1908\n",
      "attack success, original_label=6, adversarial_label=8, count=1909\n",
      "attack success, original_label=9, adversarial_label=4, count=1910\n",
      "attack success, original_label=1, adversarial_label=9, count=1911\n",
      "attack success, original_label=1, adversarial_label=8, count=1912\n",
      "attack success, original_label=6, adversarial_label=4, count=1913\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=9, count=1914\n",
      "attack success, original_label=0, adversarial_label=8, count=1915\n",
      "attack success, original_label=6, adversarial_label=5, count=1916\n",
      "attack success, original_label=5, adversarial_label=3, count=1917\n",
      "attack success, original_label=4, adversarial_label=9, count=1918\n",
      "attack success, original_label=6, adversarial_label=4, count=1919\n",
      "attack success, original_label=8, adversarial_label=5, count=1920\n",
      "attack success, original_label=2, adversarial_label=3, count=1921\n",
      "attack success, original_label=9, adversarial_label=8, count=1922\n",
      "attack success, original_label=5, adversarial_label=8, count=1923\n",
      "attack success, original_label=4, adversarial_label=8, count=1924\n",
      "attack success, original_label=4, adversarial_label=8, count=1925\n",
      "attack success, original_label=2, adversarial_label=3, count=1926\n",
      "attack success, original_label=9, adversarial_label=8, count=1927\n",
      "attack success, original_label=8, adversarial_label=5, count=1928\n",
      "attack success, original_label=1, adversarial_label=8, count=1929\n",
      "attack success, original_label=7, adversarial_label=9, count=1930\n",
      "attack success, original_label=6, adversarial_label=4, count=1931\n",
      "attack success, original_label=6, adversarial_label=5, count=1932\n",
      "attack success, original_label=0, adversarial_label=4, count=1933\n",
      "attack success, original_label=5, adversarial_label=6, count=1934\n",
      "attack success, original_label=2, adversarial_label=0, count=1935\n",
      "attack success, original_label=1, adversarial_label=8, count=1936\n",
      "attack success, original_label=7, adversarial_label=8, count=1937\n",
      "attack success, original_label=5, adversarial_label=9, count=1938\n",
      "attack success, original_label=9, adversarial_label=4, count=1939\n",
      "attack success, original_label=1, adversarial_label=8, count=1940\n",
      "attack success, original_label=3, adversarial_label=7, count=1941\n",
      "attack success, original_label=6, adversarial_label=8, count=1942\n",
      "attack success, original_label=5, adversarial_label=9, count=1943\n",
      "attack success, original_label=2, adversarial_label=7, count=1944\n",
      "attack success, original_label=3, adversarial_label=9, count=1945\n",
      "attack success, original_label=6, adversarial_label=0, count=1946\n",
      "attack success, original_label=1, adversarial_label=4, count=1947\n",
      "attack success, original_label=6, adversarial_label=4, count=1948\n",
      "attack success, original_label=8, adversarial_label=6, count=1949\n",
      "attack success, original_label=0, adversarial_label=5, count=1950\n",
      "attack success, original_label=1, adversarial_label=8, count=1951\n",
      "attack success, original_label=6, adversarial_label=8, count=1952\n",
      "attack success, original_label=3, adversarial_label=9, count=1953\n",
      "attack success, original_label=2, adversarial_label=8, count=1954\n",
      "attack success, original_label=5, adversarial_label=8, count=1955\n",
      "attack success, original_label=1, adversarial_label=8, count=1956\n",
      "attack success, original_label=0, adversarial_label=6, count=1957\n",
      "attack success, original_label=9, adversarial_label=4, count=1958\n",
      "attack success, original_label=0, adversarial_label=8, count=1959\n",
      "attack success, original_label=0, adversarial_label=9, count=1960\n",
      "attack success, original_label=2, adversarial_label=3, count=1961\n",
      "attack success, original_label=7, adversarial_label=9, count=1962\n",
      "attack success, original_label=9, adversarial_label=8, count=1963\n",
      "attack success, original_label=9, adversarial_label=4, count=1964\n",
      "attack success, original_label=3, adversarial_label=9, count=1965\n",
      "attack success, original_label=1, adversarial_label=8, count=1966\n",
      "attack success, original_label=1, adversarial_label=8, count=1967\n",
      "attack success, original_label=8, adversarial_label=5, count=1968\n",
      "attack success, original_label=7, adversarial_label=9, count=1969\n",
      "attack success, original_label=8, adversarial_label=5, count=1970\n",
      "attack success, original_label=5, adversarial_label=8, count=1971\n",
      "attack success, original_label=8, adversarial_label=9, count=1972\n",
      "attack success, original_label=4, adversarial_label=9, count=1973\n",
      "attack success, original_label=8, adversarial_label=5, count=1974\n",
      "attack success, original_label=7, adversarial_label=4, count=1975\n",
      "attack success, original_label=8, adversarial_label=3, count=1976\n",
      "attack success, original_label=1, adversarial_label=8, count=1977\n",
      "attack success, original_label=9, adversarial_label=4, count=1978\n",
      "attack success, original_label=0, adversarial_label=8, count=1979\n",
      "attack success, original_label=6, adversarial_label=0, count=1980\n",
      "attack success, original_label=6, adversarial_label=9, count=1981\n",
      "attack success, original_label=1, adversarial_label=8, count=1982\n",
      "attack success, original_label=2, adversarial_label=1, count=1983\n",
      "attack success, original_label=2, adversarial_label=8, count=1984\n",
      "attack success, original_label=5, adversarial_label=8, count=1985\n",
      "attack success, original_label=9, adversarial_label=8, count=1986\n",
      "attack success, original_label=1, adversarial_label=8, count=1987\n",
      "attack success, original_label=7, adversarial_label=9, count=1988\n",
      "attack success, original_label=3, adversarial_label=5, count=1989\n",
      "attack success, original_label=2, adversarial_label=3, count=1990\n",
      "attack success, original_label=7, adversarial_label=4, count=1991\n",
      "attack success, original_label=9, adversarial_label=8, count=1992\n",
      "attack success, original_label=1, adversarial_label=8, count=1993\n",
      "attack success, original_label=1, adversarial_label=8, count=1994\n",
      "attack success, original_label=8, adversarial_label=6, count=1995\n",
      "attack success, original_label=3, adversarial_label=8, count=1996\n",
      "attack success, original_label=9, adversarial_label=4, count=1997\n",
      "attack success, original_label=4, adversarial_label=9, count=1998\n",
      "attack success, original_label=3, adversarial_label=9, count=1999\n",
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      "attack success, original_label=9, adversarial_label=4, count=2001\n",
      "attack success, original_label=2, adversarial_label=3, count=2002\n",
      "attack success, original_label=7, adversarial_label=9, count=2003\n",
      "attack success, original_label=0, adversarial_label=9, count=2004\n",
      "attack success, original_label=2, adversarial_label=3, count=2005\n",
      "attack success, original_label=2, adversarial_label=0, count=2006\n",
      "attack success, original_label=9, adversarial_label=8, count=2007\n",
      "attack success, original_label=2, adversarial_label=3, count=2008\n",
      "attack success, original_label=0, adversarial_label=8, count=2009\n",
      "attack success, original_label=8, adversarial_label=6, count=2010\n",
      "attack success, original_label=9, adversarial_label=5, count=2011\n",
      "attack success, original_label=2, adversarial_label=8, count=2012\n",
      "attack success, original_label=5, adversarial_label=3, count=2013\n",
      "attack success, original_label=0, adversarial_label=4, count=2014\n",
      "attack success, original_label=6, adversarial_label=0, count=2015\n",
      "attack success, original_label=7, adversarial_label=8, count=2016\n",
      "attack success, original_label=2, adversarial_label=6, count=2017\n",
      "attack success, original_label=5, adversarial_label=9, count=2018\n",
      "attack success, original_label=2, adversarial_label=7, count=2019\n",
      "attack success, original_label=3, adversarial_label=5, count=2020\n",
      "attack success, original_label=4, adversarial_label=6, count=2021\n",
      "attack success, original_label=9, adversarial_label=0, count=2022\n",
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      "attack success, original_label=9, adversarial_label=4, count=2024\n",
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      "attack success, original_label=9, adversarial_label=8, count=2026\n",
      "attack success, original_label=9, adversarial_label=8, count=2027\n",
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      "attack success, original_label=2, adversarial_label=0, count=2029\n",
      "attack success, original_label=2, adversarial_label=8, count=2030\n",
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      "attack success, original_label=4, adversarial_label=8, count=2033\n",
      "attack success, original_label=9, adversarial_label=4, count=2034\n",
      "attack success, original_label=0, adversarial_label=6, count=2035\n",
      "attack success, original_label=1, adversarial_label=8, count=2036\n",
      "attack success, original_label=2, adversarial_label=4, count=2037\n",
      "attack success, original_label=6, adversarial_label=4, count=2038\n",
      "attack success, original_label=7, adversarial_label=3, count=2039\n",
      "attack success, original_label=3, adversarial_label=9, count=2040\n",
      "attack success, original_label=8, adversarial_label=3, count=2041\n",
      "attack success, original_label=3, adversarial_label=5, count=2042\n",
      "attack success, original_label=7, adversarial_label=9, count=2043\n",
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      "attack success, original_label=5, adversarial_label=8, count=2045\n",
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      "attack success, original_label=7, adversarial_label=3, count=2053\n",
      "attack success, original_label=8, adversarial_label=5, count=2054\n",
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      "attack success, original_label=8, adversarial_label=3, count=2056\n",
      "attack success, original_label=3, adversarial_label=8, count=2057\n",
      "attack success, original_label=3, adversarial_label=5, count=2058\n",
      "attack success, original_label=6, adversarial_label=0, count=2059\n",
      "attack success, original_label=0, adversarial_label=9, count=2060\n",
      "attack success, original_label=0, adversarial_label=9, count=2061\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=2062\n",
      "attack success, original_label=2, adversarial_label=8, count=2063\n",
      "attack success, original_label=4, adversarial_label=8, count=2064\n",
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      "attack success, original_label=9, adversarial_label=8, count=2071\n",
      "attack success, original_label=8, adversarial_label=3, count=2072\n",
      "attack success, original_label=5, adversarial_label=8, count=2073\n",
      "attack success, original_label=1, adversarial_label=8, count=2074\n",
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      "attack success, original_label=0, adversarial_label=8, count=2077\n",
      "attack success, original_label=2, adversarial_label=8, count=2078\n",
      "attack success, original_label=3, adversarial_label=2, count=2079\n",
      "attack success, original_label=9, adversarial_label=8, count=2080\n",
      "attack success, original_label=3, adversarial_label=6, count=2081\n",
      "attack success, original_label=3, adversarial_label=9, count=2082\n",
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      "attack success, original_label=4, adversarial_label=9, count=2084\n",
      "attack success, original_label=5, adversarial_label=9, count=2085\n",
      "attack success, original_label=5, adversarial_label=6, count=2086\n",
      "attack success, original_label=1, adversarial_label=8, count=2087\n",
      "attack success, original_label=2, adversarial_label=8, count=2088\n",
      "attack success, original_label=3, adversarial_label=8, count=2089\n",
      "attack success, original_label=4, adversarial_label=8, count=2090\n",
      "attack success, original_label=1, adversarial_label=8, count=2091\n",
      "attack success, original_label=1, adversarial_label=8, count=2092\n",
      "attack success, original_label=3, adversarial_label=8, count=2093\n",
      "attack success, original_label=0, adversarial_label=9, count=2094\n",
      "attack success, original_label=2, adversarial_label=8, count=2095\n",
      "attack success, original_label=1, adversarial_label=8, count=2096\n",
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      "attack success, original_label=9, adversarial_label=4, count=2100\n",
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      "attack success, original_label=2, adversarial_label=8, count=2106\n",
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      "attack success, original_label=9, adversarial_label=4, count=2110\n",
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      "attack success, original_label=2, adversarial_label=8, count=2115\n",
      "attack success, original_label=1, adversarial_label=8, count=2116\n",
      "attack success, original_label=1, adversarial_label=8, count=2117\n",
      "attack success, original_label=2, adversarial_label=3, count=2118\n",
      "attack success, original_label=8, adversarial_label=5, count=2119\n",
      "attack success, original_label=0, adversarial_label=4, count=2120\n",
      "attack success, original_label=1, adversarial_label=8, count=2121\n",
      "attack success, original_label=2, adversarial_label=8, count=2122\n",
      "attack success, original_label=1, adversarial_label=8, count=2123\n",
      "attack success, original_label=7, adversarial_label=3, count=2124\n",
      "attack success, original_label=4, adversarial_label=8, count=2125\n",
      "attack success, original_label=1, adversarial_label=8, count=2126\n",
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      "attack success, original_label=9, adversarial_label=7, count=2130\n",
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      "attack success, original_label=2, adversarial_label=3, count=2133\n",
      "attack success, original_label=5, adversarial_label=8, count=2134\n",
      "attack success, original_label=6, adversarial_label=4, count=2135\n",
      "attack success, original_label=1, adversarial_label=8, count=2136\n",
      "attack success, original_label=8, adversarial_label=6, count=2137\n",
      "attack success, original_label=4, adversarial_label=9, count=2138\n",
      "attack success, original_label=4, adversarial_label=8, count=2139\n",
      "attack success, original_label=2, adversarial_label=8, count=2140\n",
      "attack success, original_label=7, adversarial_label=9, count=2141\n",
      "attack success, original_label=8, adversarial_label=6, count=2142\n",
      "attack success, original_label=6, adversarial_label=8, count=2143\n",
      "attack success, original_label=2, adversarial_label=0, count=2144\n",
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      "attack success, original_label=2, adversarial_label=4, count=2146\n",
      "attack success, original_label=1, adversarial_label=8, count=2147\n",
      "attack success, original_label=5, adversarial_label=9, count=2148\n",
      "attack success, original_label=6, adversarial_label=5, count=2149\n",
      "attack success, original_label=4, adversarial_label=8, count=2150\n",
      "attack success, original_label=4, adversarial_label=9, count=2151\n",
      "attack success, original_label=4, adversarial_label=9, count=2152\n",
      "attack success, original_label=1, adversarial_label=8, count=2153\n",
      "attack success, original_label=1, adversarial_label=8, count=2154\n",
      "attack success, original_label=2, adversarial_label=3, count=2155\n",
      "attack success, original_label=0, adversarial_label=8, count=2156\n",
      "attack success, original_label=7, adversarial_label=8, count=2157\n",
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      "attack success, original_label=1, adversarial_label=8, count=2181\n",
      "attack success, original_label=2, adversarial_label=9, count=2182\n",
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      "attack success, original_label=0, adversarial_label=6, count=2184\n",
      "attack success, original_label=5, adversarial_label=6, count=2185\n",
      "attack success, original_label=5, adversarial_label=8, count=2186\n",
      "attack success, original_label=2, adversarial_label=8, count=2187\n",
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      "attack success, original_label=0, adversarial_label=9, count=2204\n",
      "attack success, original_label=5, adversarial_label=9, count=2205\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=6, count=2206\n",
      "attack success, original_label=1, adversarial_label=8, count=2207\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=2346\n",
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      "attack success, original_label=1, adversarial_label=8, count=2466\n",
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      "attack success, original_label=1, adversarial_label=8, count=2468\n",
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      "attack success, original_label=5, adversarial_label=9, count=2470\n",
      "attack success, original_label=4, adversarial_label=8, count=2471\n",
      "attack success, original_label=0, adversarial_label=6, count=2472\n",
      "attack success, original_label=4, adversarial_label=8, count=2473\n",
      "attack success, original_label=1, adversarial_label=8, count=2474\n",
      "attack success, original_label=7, adversarial_label=9, count=2475\n",
      "attack success, original_label=8, adversarial_label=2, count=2476\n",
      "attack success, original_label=3, adversarial_label=5, count=2477\n",
      "attack success, original_label=1, adversarial_label=8, count=2478\n",
      "attack success, original_label=7, adversarial_label=9, count=2479\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=5, count=2480\n",
      "attack success, original_label=0, adversarial_label=2, count=2481\n",
      "attack success, original_label=2, adversarial_label=3, count=2482\n",
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      "attack success, original_label=8, adversarial_label=9, count=2612\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=0, count=2613\n",
      "attack success, original_label=1, adversarial_label=8, count=2614\n",
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      "attack success, original_label=2, adversarial_label=1, count=2748\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=8, count=2749\n",
      "attack success, original_label=3, adversarial_label=9, count=2750\n",
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      "attack success, original_label=8, adversarial_label=3, count=2768\n",
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      "attack success, original_label=9, adversarial_label=4, count=2774\n",
      "attack success, original_label=3, adversarial_label=8, count=2775\n",
      "attack success, original_label=3, adversarial_label=8, count=2776\n",
      "attack success, original_label=4, adversarial_label=8, count=2777\n",
      "attack success, original_label=0, adversarial_label=9, count=2778\n",
      "attack success, original_label=2, adversarial_label=1, count=2779\n",
      "attack success, original_label=2, adversarial_label=3, count=2780\n",
      "attack success, original_label=8, adversarial_label=6, count=2781\n",
      "attack success, original_label=7, adversarial_label=9, count=2782\n",
      "attack success, original_label=7, adversarial_label=9, count=2783\n",
      "attack success, original_label=9, adversarial_label=8, count=2784\n",
      "attack success, original_label=2, adversarial_label=8, count=2785\n",
      "attack success, original_label=1, adversarial_label=8, count=2786\n",
      "attack success, original_label=3, adversarial_label=5, count=2787\n",
      "attack success, original_label=0, adversarial_label=5, count=2788\n",
      "attack success, original_label=4, adversarial_label=8, count=2789\n",
      "attack success, original_label=9, adversarial_label=4, count=2790\n",
      "attack success, original_label=5, adversarial_label=8, count=2791\n",
      "attack success, original_label=8, adversarial_label=0, count=2792\n",
      "attack success, original_label=3, adversarial_label=5, count=2793\n",
      "attack success, original_label=6, adversarial_label=5, count=2794\n",
      "attack success, original_label=0, adversarial_label=9, count=2795\n",
      "attack success, original_label=7, adversarial_label=9, count=2796\n",
      "attack success, original_label=2, adversarial_label=0, count=2797\n",
      "attack success, original_label=8, adversarial_label=4, count=2798\n",
      "attack success, original_label=4, adversarial_label=8, count=2799\n",
      "attack success, original_label=4, adversarial_label=8, count=2800\n",
      "attack success, original_label=0, adversarial_label=9, count=2801\n",
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      "attack success, original_label=8, adversarial_label=5, count=2806\n",
      "attack success, original_label=4, adversarial_label=8, count=2807\n",
      "attack success, original_label=2, adversarial_label=3, count=2808\n",
      "attack success, original_label=2, adversarial_label=8, count=2809\n",
      "attack success, original_label=7, adversarial_label=3, count=2810\n",
      "attack success, original_label=1, adversarial_label=8, count=2811\n",
      "attack success, original_label=4, adversarial_label=9, count=2812\n",
      "attack success, original_label=3, adversarial_label=8, count=2813\n",
      "attack success, original_label=1, adversarial_label=8, count=2814\n",
      "attack success, original_label=5, adversarial_label=8, count=2815\n",
      "attack success, original_label=6, adversarial_label=8, count=2816\n",
      "attack success, original_label=4, adversarial_label=8, count=2817\n",
      "attack success, original_label=1, adversarial_label=8, count=2818\n",
      "attack success, original_label=5, adversarial_label=8, count=2819\n",
      "attack success, original_label=5, adversarial_label=8, count=2820\n",
      "attack success, original_label=8, adversarial_label=3, count=2821\n",
      "attack success, original_label=5, adversarial_label=8, count=2822\n",
      "attack success, original_label=7, adversarial_label=9, count=2823\n",
      "attack success, original_label=2, adversarial_label=8, count=2824\n",
      "attack success, original_label=4, adversarial_label=7, count=2825\n",
      "attack success, original_label=2, adversarial_label=8, count=2826\n",
      "attack success, original_label=1, adversarial_label=8, count=2827\n",
      "attack success, original_label=2, adversarial_label=4, count=2828\n",
      "attack success, original_label=8, adversarial_label=3, count=2829\n",
      "attack success, original_label=3, adversarial_label=9, count=2830\n",
      "attack success, original_label=8, adversarial_label=5, count=2831\n",
      "attack success, original_label=3, adversarial_label=5, count=2832\n",
      "attack success, original_label=3, adversarial_label=5, count=2833\n",
      "attack success, original_label=4, adversarial_label=5, count=2834\n",
      "attack success, original_label=5, adversarial_label=8, count=2835\n",
      "attack success, original_label=5, adversarial_label=9, count=2836\n",
      "attack success, original_label=6, adversarial_label=4, count=2837\n",
      "attack success, original_label=7, adversarial_label=2, count=2838\n",
      "attack success, original_label=1, adversarial_label=8, count=2839\n",
      "attack success, original_label=9, adversarial_label=8, count=2840\n",
      "attack success, original_label=9, adversarial_label=8, count=2841\n",
      "attack success, original_label=9, adversarial_label=4, count=2842\n",
      "attack success, original_label=9, adversarial_label=4, count=2843\n",
      "attack success, original_label=5, adversarial_label=8, count=2844\n",
      "attack success, original_label=5, adversarial_label=9, count=2845\n",
      "attack success, original_label=5, adversarial_label=8, count=2846\n",
      "attack success, original_label=4, adversarial_label=9, count=2847\n",
      "attack success, original_label=8, adversarial_label=6, count=2848\n",
      "attack success, original_label=8, adversarial_label=5, count=2849\n",
      "attack success, original_label=0, adversarial_label=8, count=2850\n",
      "attack success, original_label=4, adversarial_label=9, count=2851\n",
      "attack success, original_label=4, adversarial_label=8, count=2852\n",
      "attack success, original_label=7, adversarial_label=4, count=2853\n",
      "attack success, original_label=0, adversarial_label=6, count=2854\n",
      "attack success, original_label=6, adversarial_label=4, count=2855\n",
      "attack success, original_label=8, adversarial_label=5, count=2856\n",
      "attack success, original_label=1, adversarial_label=4, count=2857\n",
      "attack success, original_label=4, adversarial_label=9, count=2858\n",
      "attack success, original_label=3, adversarial_label=0, count=2859\n",
      "attack success, original_label=2, adversarial_label=3, count=2860\n",
      "attack success, original_label=6, adversarial_label=5, count=2861\n",
      "attack success, original_label=1, adversarial_label=8, count=2862\n",
      "attack success, original_label=3, adversarial_label=8, count=2863\n",
      "attack success, original_label=9, adversarial_label=8, count=2864\n",
      "attack success, original_label=1, adversarial_label=8, count=2865\n",
      "attack success, original_label=0, adversarial_label=9, count=2866\n",
      "attack success, original_label=0, adversarial_label=8, count=2867\n",
      "attack success, original_label=0, adversarial_label=8, count=2868\n",
      "attack success, original_label=3, adversarial_label=6, count=2869\n",
      "attack success, original_label=3, adversarial_label=9, count=2870\n",
      "attack success, original_label=6, adversarial_label=8, count=2871\n",
      "attack success, original_label=6, adversarial_label=4, count=2872\n",
      "attack success, original_label=2, adversarial_label=3, count=2873\n",
      "attack success, original_label=0, adversarial_label=6, count=2874\n",
      "attack success, original_label=9, adversarial_label=8, count=2875\n",
      "attack success, original_label=0, adversarial_label=9, count=2876\n",
      "attack success, original_label=3, adversarial_label=8, count=2877\n",
      "attack success, original_label=7, adversarial_label=3, count=2878\n",
      "attack success, original_label=0, adversarial_label=6, count=2879\n",
      "attack success, original_label=6, adversarial_label=8, count=2880\n",
      "attack success, original_label=0, adversarial_label=9, count=2881\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=2882\n",
      "attack success, original_label=2, adversarial_label=8, count=2883\n",
      "attack success, original_label=8, adversarial_label=9, count=2884\n",
      "attack success, original_label=0, adversarial_label=6, count=2885\n",
      "attack success, original_label=7, adversarial_label=8, count=2886\n",
      "attack success, original_label=6, adversarial_label=4, count=2887\n",
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      "attack success, original_label=3, adversarial_label=5, count=2889\n",
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      "attack success, original_label=3, adversarial_label=9, count=2891\n",
      "attack success, original_label=9, adversarial_label=4, count=2892\n",
      "attack success, original_label=0, adversarial_label=9, count=2893\n",
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      "attack success, original_label=1, adversarial_label=8, count=2896\n",
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      "attack success, original_label=7, adversarial_label=8, count=3024\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=9, count=3025\n",
      "attack success, original_label=5, adversarial_label=8, count=3026\n",
      "attack success, original_label=9, adversarial_label=4, count=3027\n",
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      "attack success, original_label=8, adversarial_label=9, count=3077\n",
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      "attack success, original_label=8, adversarial_label=3, count=3080\n",
      "attack success, original_label=9, adversarial_label=8, count=3081\n",
      "attack success, original_label=9, adversarial_label=4, count=3082\n",
      "attack success, original_label=4, adversarial_label=9, count=3083\n",
      "attack success, original_label=5, adversarial_label=8, count=3084\n",
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      "attack success, original_label=7, adversarial_label=3, count=3092\n",
      "attack success, original_label=5, adversarial_label=9, count=3093\n",
      "attack success, original_label=6, adversarial_label=8, count=3094\n",
      "attack success, original_label=7, adversarial_label=9, count=3095\n",
      "attack success, original_label=4, adversarial_label=9, count=3096\n",
      "attack success, original_label=7, adversarial_label=9, count=3097\n",
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      "attack success, original_label=2, adversarial_label=8, count=3099\n",
      "attack success, original_label=9, adversarial_label=8, count=3100\n",
      "attack success, original_label=0, adversarial_label=9, count=3101\n",
      "attack success, original_label=7, adversarial_label=9, count=3102\n",
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      "attack success, original_label=1, adversarial_label=8, count=3104\n",
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      "attack success, original_label=6, adversarial_label=8, count=3117\n",
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      "attack success, original_label=9, adversarial_label=8, count=3120\n",
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      "attack success, original_label=4, adversarial_label=8, count=3129\n",
      "attack success, original_label=7, adversarial_label=3, count=3130\n",
      "attack success, original_label=0, adversarial_label=9, count=3131\n",
      "attack success, original_label=1, adversarial_label=8, count=3132\n",
      "attack success, original_label=0, adversarial_label=4, count=3133\n",
      "attack success, original_label=9, adversarial_label=4, count=3134\n",
      "attack success, original_label=8, adversarial_label=6, count=3135\n",
      "attack success, original_label=2, adversarial_label=3, count=3136\n",
      "attack success, original_label=2, adversarial_label=1, count=3137\n",
      "attack success, original_label=3, adversarial_label=8, count=3138\n",
      "attack success, original_label=0, adversarial_label=7, count=3139\n",
      "attack success, original_label=2, adversarial_label=8, count=3140\n",
      "attack success, original_label=1, adversarial_label=8, count=3141\n",
      "attack success, original_label=6, adversarial_label=8, count=3142\n",
      "attack success, original_label=2, adversarial_label=3, count=3143\n",
      "attack success, original_label=7, adversarial_label=3, count=3144\n",
      "attack success, original_label=9, adversarial_label=3, count=3145\n",
      "attack success, original_label=2, adversarial_label=3, count=3146\n",
      "attack success, original_label=2, adversarial_label=8, count=3147\n",
      "attack success, original_label=8, adversarial_label=3, count=3148\n",
      "attack success, original_label=6, adversarial_label=4, count=3149\n",
      "attack success, original_label=1, adversarial_label=8, count=3150\n",
      "attack success, original_label=2, adversarial_label=8, count=3151\n",
      "attack success, original_label=7, adversarial_label=9, count=3152\n",
      "attack success, original_label=0, adversarial_label=9, count=3153\n",
      "attack success, original_label=0, adversarial_label=8, count=3154\n",
      "attack success, original_label=7, adversarial_label=9, count=3155\n",
      "attack success, original_label=4, adversarial_label=9, count=3156\n",
      "attack success, original_label=0, adversarial_label=9, count=3157\n",
      "attack success, original_label=0, adversarial_label=9, count=3158\n",
      "attack success, original_label=6, adversarial_label=8, count=3159\n",
      "attack success, original_label=9, adversarial_label=4, count=3160\n",
      "attack success, original_label=0, adversarial_label=9, count=3161\n",
      "attack success, original_label=7, adversarial_label=9, count=3162\n",
      "attack success, original_label=8, adversarial_label=6, count=3163\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=5, count=3164\n",
      "attack success, original_label=6, adversarial_label=4, count=3165\n",
      "attack success, original_label=5, adversarial_label=6, count=3166\n",
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      "attack success, original_label=9, adversarial_label=8, count=3299\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=8, count=3300\n",
      "attack success, original_label=0, adversarial_label=6, count=3301\n",
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      "attack success, original_label=2, adversarial_label=3, count=3394\n",
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      "attack success, original_label=6, adversarial_label=4, count=3396\n",
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      "attack success, original_label=6, adversarial_label=4, count=3402\n",
      "attack success, original_label=9, adversarial_label=4, count=3403\n",
      "attack success, original_label=4, adversarial_label=9, count=3404\n",
      "attack success, original_label=8, adversarial_label=2, count=3405\n",
      "attack success, original_label=0, adversarial_label=9, count=3406\n",
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      "attack success, original_label=4, adversarial_label=9, count=3408\n",
      "attack success, original_label=4, adversarial_label=9, count=3409\n",
      "attack success, original_label=6, adversarial_label=4, count=3410\n",
      "attack success, original_label=7, adversarial_label=3, count=3411\n",
      "attack success, original_label=7, adversarial_label=3, count=3412\n",
      "attack success, original_label=9, adversarial_label=8, count=3413\n",
      "attack success, original_label=3, adversarial_label=8, count=3414\n",
      "attack success, original_label=1, adversarial_label=8, count=3415\n",
      "attack success, original_label=3, adversarial_label=9, count=3416\n",
      "attack success, original_label=9, adversarial_label=4, count=3417\n",
      "attack success, original_label=7, adversarial_label=9, count=3418\n",
      "attack success, original_label=9, adversarial_label=7, count=3419\n",
      "attack success, original_label=2, adversarial_label=3, count=3420\n",
      "attack success, original_label=2, adversarial_label=8, count=3421\n",
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      "attack success, original_label=8, adversarial_label=5, count=3423\n",
      "attack success, original_label=3, adversarial_label=5, count=3424\n",
      "attack success, original_label=2, adversarial_label=6, count=3425\n",
      "attack success, original_label=8, adversarial_label=3, count=3426\n",
      "attack success, original_label=8, adversarial_label=4, count=3427\n",
      "attack success, original_label=8, adversarial_label=5, count=3428\n",
      "attack success, original_label=9, adversarial_label=4, count=3429\n",
      "attack success, original_label=2, adversarial_label=3, count=3430\n",
      "attack success, original_label=9, adversarial_label=8, count=3431\n",
      "attack success, original_label=6, adversarial_label=0, count=3432\n",
      "attack success, original_label=7, adversarial_label=9, count=3433\n",
      "attack success, original_label=6, adversarial_label=4, count=3434\n",
      "attack success, original_label=6, adversarial_label=4, count=3435\n",
      "attack success, original_label=1, adversarial_label=8, count=3436\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=9, adversarial_label=4, count=3437\n",
      "attack success, original_label=1, adversarial_label=8, count=3438\n",
      "attack success, original_label=9, adversarial_label=4, count=3439\n",
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      "attack success, original_label=0, adversarial_label=8, count=3575\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=9, count=3576\n",
      "attack success, original_label=3, adversarial_label=8, count=3577\n",
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      "attack success, original_label=9, adversarial_label=8, count=3704\n",
      "attack success, original_label=8, adversarial_label=6, count=3705\n",
      "attack success, original_label=7, adversarial_label=9, count=3706\n",
      "attack success, original_label=7, adversarial_label=8, count=3707\n",
      "attack success, original_label=8, adversarial_label=2, count=3708\n",
      "attack success, original_label=3, adversarial_label=8, count=3709\n",
      "attack success, original_label=1, adversarial_label=8, count=3710\n",
      "attack success, original_label=3, adversarial_label=8, count=3711\n",
      "attack success, original_label=9, adversarial_label=8, count=3712\n",
      "attack success, original_label=3, adversarial_label=8, count=3713\n",
      "attack success, original_label=1, adversarial_label=4, count=3714\n",
      "attack success, original_label=6, adversarial_label=4, count=3715\n",
      "attack success, original_label=7, adversarial_label=9, count=3716\n",
      "attack success, original_label=4, adversarial_label=9, count=3717\n",
      "attack success, original_label=6, adversarial_label=4, count=3718\n",
      "attack success, original_label=3, adversarial_label=5, count=3719\n",
      "attack success, original_label=7, adversarial_label=9, count=3720\n",
      "attack success, original_label=9, adversarial_label=8, count=3721\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=9, adversarial_label=8, count=3722\n",
      "attack success, original_label=9, adversarial_label=4, count=3723\n",
      "attack success, original_label=6, adversarial_label=4, count=3724\n",
      "attack success, original_label=4, adversarial_label=9, count=3725\n",
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      "attack success, original_label=1, adversarial_label=8, count=3729\n",
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      "attack success, original_label=2, adversarial_label=3, count=3733\n",
      "attack success, original_label=6, adversarial_label=9, count=3734\n",
      "attack success, original_label=9, adversarial_label=4, count=3735\n",
      "attack success, original_label=7, adversarial_label=3, count=3736\n",
      "attack success, original_label=6, adversarial_label=0, count=3737\n",
      "attack success, original_label=8, adversarial_label=3, count=3738\n",
      "attack success, original_label=7, adversarial_label=9, count=3739\n",
      "attack success, original_label=8, adversarial_label=3, count=3740\n",
      "attack success, original_label=3, adversarial_label=9, count=3741\n",
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      "attack success, original_label=9, adversarial_label=4, count=3746\n",
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      "attack success, original_label=1, adversarial_label=8, count=3792\n",
      "attack success, original_label=9, adversarial_label=8, count=3793\n",
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      "attack success, original_label=3, adversarial_label=9, count=3839\n",
      "attack success, original_label=4, adversarial_label=8, count=3840\n",
      "attack success, original_label=0, adversarial_label=8, count=3841\n",
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      "attack success, original_label=9, adversarial_label=4, count=3859\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=3, count=3860\n",
      "attack success, original_label=6, adversarial_label=9, count=3861\n",
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      "attack success, original_label=0, adversarial_label=6, count=3998\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=9, count=3999\n",
      "attack success, original_label=5, adversarial_label=8, count=4000\n",
      "attack success, original_label=1, adversarial_label=8, count=4001\n",
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      "attack success, original_label=3, adversarial_label=5, count=4012\n",
      "attack success, original_label=8, adversarial_label=5, count=4013\n",
      "attack success, original_label=2, adversarial_label=3, count=4014\n",
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      "attack success, original_label=5, adversarial_label=8, count=4020\n",
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      "attack success, original_label=2, adversarial_label=1, count=4022\n",
      "attack success, original_label=2, adversarial_label=6, count=4023\n",
      "attack success, original_label=8, adversarial_label=5, count=4024\n",
      "attack success, original_label=7, adversarial_label=8, count=4025\n",
      "attack success, original_label=8, adversarial_label=0, count=4026\n",
      "attack success, original_label=5, adversarial_label=8, count=4027\n",
      "attack success, original_label=1, adversarial_label=8, count=4028\n",
      "attack success, original_label=4, adversarial_label=9, count=4029\n",
      "attack success, original_label=3, adversarial_label=5, count=4030\n",
      "attack success, original_label=0, adversarial_label=9, count=4031\n",
      "attack success, original_label=9, adversarial_label=4, count=4032\n",
      "attack success, original_label=5, adversarial_label=8, count=4033\n",
      "attack success, original_label=7, adversarial_label=8, count=4034\n",
      "attack success, original_label=1, adversarial_label=8, count=4035\n",
      "attack success, original_label=5, adversarial_label=8, count=4036\n",
      "attack success, original_label=7, adversarial_label=3, count=4037\n",
      "attack success, original_label=6, adversarial_label=4, count=4038\n",
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      "attack success, original_label=9, adversarial_label=8, count=4040\n",
      "attack success, original_label=2, adversarial_label=8, count=4041\n",
      "attack success, original_label=6, adversarial_label=4, count=4042\n",
      "attack success, original_label=8, adversarial_label=6, count=4043\n",
      "attack success, original_label=8, adversarial_label=5, count=4044\n",
      "attack success, original_label=4, adversarial_label=8, count=4045\n",
      "attack success, original_label=4, adversarial_label=7, count=4046\n",
      "attack success, original_label=1, adversarial_label=8, count=4047\n",
      "attack success, original_label=3, adversarial_label=8, count=4048\n",
      "attack success, original_label=4, adversarial_label=8, count=4049\n",
      "attack success, original_label=1, adversarial_label=8, count=4050\n",
      "attack success, original_label=0, adversarial_label=5, count=4051\n",
      "attack success, original_label=3, adversarial_label=5, count=4052\n",
      "attack success, original_label=2, adversarial_label=3, count=4053\n",
      "attack success, original_label=5, adversarial_label=8, count=4054\n",
      "attack success, original_label=0, adversarial_label=9, count=4055\n",
      "attack success, original_label=5, adversarial_label=8, count=4056\n",
      "attack success, original_label=9, adversarial_label=4, count=4057\n",
      "attack success, original_label=1, adversarial_label=3, count=4058\n",
      "attack success, original_label=4, adversarial_label=8, count=4059\n",
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      "attack success, original_label=1, adversarial_label=8, count=4065\n",
      "attack success, original_label=3, adversarial_label=8, count=4066\n",
      "attack success, original_label=0, adversarial_label=5, count=4067\n",
      "attack success, original_label=6, adversarial_label=8, count=4068\n",
      "attack success, original_label=0, adversarial_label=8, count=4069\n",
      "attack success, original_label=0, adversarial_label=4, count=4070\n",
      "attack success, original_label=9, adversarial_label=4, count=4071\n",
      "attack success, original_label=0, adversarial_label=5, count=4072\n",
      "attack success, original_label=6, adversarial_label=4, count=4073\n",
      "attack success, original_label=3, adversarial_label=8, count=4074\n",
      "attack success, original_label=9, adversarial_label=4, count=4075\n",
      "attack success, original_label=2, adversarial_label=4, count=4076\n",
      "attack success, original_label=1, adversarial_label=8, count=4077\n",
      "attack success, original_label=3, adversarial_label=5, count=4078\n",
      "attack success, original_label=2, adversarial_label=8, count=4079\n",
      "attack success, original_label=9, adversarial_label=8, count=4080\n",
      "attack success, original_label=0, adversarial_label=6, count=4081\n",
      "attack success, original_label=1, adversarial_label=8, count=4082\n",
      "attack success, original_label=8, adversarial_label=6, count=4083\n",
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      "attack success, original_label=4, adversarial_label=9, count=4086\n",
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      "attack success, original_label=6, adversarial_label=5, count=4088\n",
      "attack success, original_label=5, adversarial_label=6, count=4089\n",
      "attack success, original_label=0, adversarial_label=6, count=4090\n",
      "attack success, original_label=5, adversarial_label=3, count=4091\n",
      "attack success, original_label=0, adversarial_label=5, count=4092\n",
      "attack success, original_label=5, adversarial_label=8, count=4093\n",
      "attack success, original_label=4, adversarial_label=9, count=4094\n",
      "attack success, original_label=7, adversarial_label=3, count=4095\n",
      "attack success, original_label=1, adversarial_label=4, count=4096\n",
      "attack success, original_label=6, adversarial_label=9, count=4097\n",
      "attack success, original_label=1, adversarial_label=8, count=4098\n",
      "attack success, original_label=7, adversarial_label=9, count=4099\n",
      "attack success, original_label=1, adversarial_label=8, count=4100\n",
      "attack success, original_label=4, adversarial_label=7, count=4101\n",
      "attack success, original_label=7, adversarial_label=3, count=4102\n",
      "attack success, original_label=9, adversarial_label=4, count=4103\n",
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      "attack success, original_label=1, adversarial_label=8, count=4105\n",
      "attack success, original_label=1, adversarial_label=8, count=4106\n",
      "attack success, original_label=5, adversarial_label=3, count=4107\n",
      "attack success, original_label=1, adversarial_label=8, count=4108\n",
      "attack success, original_label=8, adversarial_label=4, count=4109\n",
      "attack success, original_label=8, adversarial_label=5, count=4110\n",
      "attack success, original_label=3, adversarial_label=8, count=4111\n",
      "attack success, original_label=8, adversarial_label=6, count=4112\n",
      "attack success, original_label=7, adversarial_label=4, count=4113\n",
      "attack success, original_label=4, adversarial_label=9, count=4114\n",
      "attack success, original_label=7, adversarial_label=4, count=4115\n",
      "attack success, original_label=8, adversarial_label=9, count=4116\n",
      "attack success, original_label=0, adversarial_label=4, count=4117\n",
      "attack success, original_label=7, adversarial_label=3, count=4118\n",
      "attack success, original_label=7, adversarial_label=9, count=4119\n",
      "attack success, original_label=6, adversarial_label=8, count=4120\n",
      "attack success, original_label=7, adversarial_label=3, count=4121\n",
      "attack success, original_label=4, adversarial_label=8, count=4122\n",
      "attack success, original_label=0, adversarial_label=8, count=4123\n",
      "attack success, original_label=6, adversarial_label=5, count=4124\n",
      "attack success, original_label=4, adversarial_label=8, count=4125\n",
      "attack success, original_label=2, adversarial_label=4, count=4126\n",
      "attack success, original_label=4, adversarial_label=9, count=4127\n",
      "attack success, original_label=5, adversarial_label=8, count=4128\n",
      "attack success, original_label=2, adversarial_label=4, count=4129\n",
      "attack success, original_label=3, adversarial_label=9, count=4130\n",
      "attack success, original_label=8, adversarial_label=9, count=4131\n",
      "attack success, original_label=2, adversarial_label=3, count=4132\n",
      "attack success, original_label=1, adversarial_label=8, count=4133\n",
      "attack success, original_label=4, adversarial_label=8, count=4134\n",
      "attack success, original_label=4, adversarial_label=9, count=4135\n",
      "attack success, original_label=1, adversarial_label=8, count=4136\n",
      "attack success, original_label=2, adversarial_label=8, count=4137\n",
      "attack success, original_label=4, adversarial_label=8, count=4138\n",
      "attack success, original_label=8, adversarial_label=6, count=4139\n",
      "attack success, original_label=5, adversarial_label=8, count=4140\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=4, count=4141\n",
      "attack success, original_label=2, adversarial_label=8, count=4142\n",
      "attack success, original_label=3, adversarial_label=9, count=4143\n",
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      "attack success, original_label=7, adversarial_label=9, count=4286\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=5, adversarial_label=8, count=4287\n",
      "attack success, original_label=0, adversarial_label=8, count=4288\n",
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      "attack success, original_label=2, adversarial_label=7, count=4322\n",
      "attack success, original_label=0, adversarial_label=9, count=4323\n",
      "attack success, original_label=4, adversarial_label=9, count=4324\n",
      "attack success, original_label=9, adversarial_label=4, count=4325\n",
      "attack success, original_label=8, adversarial_label=3, count=4326\n",
      "attack success, original_label=6, adversarial_label=4, count=4327\n",
      "attack success, original_label=8, adversarial_label=3, count=4328\n",
      "attack success, original_label=3, adversarial_label=8, count=4329\n",
      "attack success, original_label=7, adversarial_label=8, count=4330\n",
      "attack success, original_label=0, adversarial_label=8, count=4331\n",
      "attack success, original_label=6, adversarial_label=4, count=4332\n",
      "attack success, original_label=6, adversarial_label=4, count=4333\n",
      "attack success, original_label=9, adversarial_label=4, count=4334\n",
      "attack success, original_label=5, adversarial_label=9, count=4335\n",
      "attack success, original_label=5, adversarial_label=0, count=4336\n",
      "attack success, original_label=6, adversarial_label=0, count=4337\n",
      "attack success, original_label=4, adversarial_label=8, count=4338\n",
      "attack success, original_label=0, adversarial_label=4, count=4339\n",
      "attack success, original_label=3, adversarial_label=8, count=4340\n",
      "attack success, original_label=6, adversarial_label=4, count=4341\n",
      "attack success, original_label=0, adversarial_label=9, count=4342\n",
      "attack success, original_label=6, adversarial_label=4, count=4343\n",
      "attack success, original_label=8, adversarial_label=4, count=4344\n",
      "attack success, original_label=4, adversarial_label=8, count=4345\n",
      "attack success, original_label=6, adversarial_label=4, count=4346\n",
      "attack success, original_label=6, adversarial_label=4, count=4347\n",
      "attack success, original_label=2, adversarial_label=8, count=4348\n",
      "attack success, original_label=2, adversarial_label=4, count=4349\n",
      "attack success, original_label=7, adversarial_label=9, count=4350\n",
      "attack success, original_label=2, adversarial_label=4, count=4351\n",
      "attack success, original_label=4, adversarial_label=9, count=4352\n",
      "attack success, original_label=5, adversarial_label=6, count=4353\n",
      "attack success, original_label=0, adversarial_label=8, count=4354\n",
      "attack success, original_label=2, adversarial_label=3, count=4355\n",
      "attack success, original_label=0, adversarial_label=9, count=4356\n",
      "attack success, original_label=9, adversarial_label=4, count=4357\n",
      "attack success, original_label=1, adversarial_label=3, count=4358\n",
      "attack success, original_label=2, adversarial_label=3, count=4359\n",
      "attack success, original_label=0, adversarial_label=9, count=4360\n",
      "attack success, original_label=1, adversarial_label=8, count=4361\n",
      "attack success, original_label=2, adversarial_label=3, count=4362\n",
      "attack success, original_label=9, adversarial_label=4, count=4363\n",
      "attack success, original_label=8, adversarial_label=1, count=4364\n",
      "attack success, original_label=5, adversarial_label=0, count=4365\n",
      "attack success, original_label=4, adversarial_label=9, count=4366\n",
      "attack success, original_label=9, adversarial_label=4, count=4367\n",
      "attack success, original_label=4, adversarial_label=6, count=4368\n",
      "attack success, original_label=6, adversarial_label=0, count=4369\n",
      "attack success, original_label=0, adversarial_label=5, count=4370\n",
      "attack success, original_label=2, adversarial_label=8, count=4371\n",
      "attack success, original_label=7, adversarial_label=9, count=4372\n",
      "attack success, original_label=9, adversarial_label=4, count=4373\n",
      "attack success, original_label=5, adversarial_label=3, count=4374\n",
      "attack success, original_label=9, adversarial_label=4, count=4375\n",
      "attack success, original_label=7, adversarial_label=9, count=4376\n",
      "attack success, original_label=8, adversarial_label=5, count=4377\n",
      "attack success, original_label=5, adversarial_label=8, count=4378\n",
      "attack success, original_label=8, adversarial_label=0, count=4379\n",
      "attack success, original_label=0, adversarial_label=8, count=4380\n",
      "attack success, original_label=0, adversarial_label=9, count=4381\n",
      "attack success, original_label=7, adversarial_label=9, count=4382\n",
      "attack success, original_label=4, adversarial_label=8, count=4383\n",
      "attack success, original_label=3, adversarial_label=5, count=4384\n",
      "attack success, original_label=5, adversarial_label=8, count=4385\n",
      "attack success, original_label=0, adversarial_label=6, count=4386\n",
      "attack success, original_label=6, adversarial_label=8, count=4387\n",
      "attack success, original_label=3, adversarial_label=5, count=4388\n",
      "attack success, original_label=1, adversarial_label=8, count=4389\n",
      "attack success, original_label=6, adversarial_label=8, count=4390\n",
      "attack success, original_label=9, adversarial_label=8, count=4391\n",
      "attack success, original_label=0, adversarial_label=8, count=4392\n",
      "attack success, original_label=0, adversarial_label=5, count=4393\n",
      "attack success, original_label=3, adversarial_label=9, count=4394\n",
      "attack success, original_label=2, adversarial_label=3, count=4395\n",
      "attack success, original_label=3, adversarial_label=5, count=4396\n",
      "attack success, original_label=7, adversarial_label=2, count=4397\n",
      "attack success, original_label=5, adversarial_label=8, count=4398\n",
      "attack success, original_label=4, adversarial_label=0, count=4399\n",
      "attack success, original_label=7, adversarial_label=3, count=4400\n",
      "attack success, original_label=6, adversarial_label=4, count=4401\n",
      "attack success, original_label=4, adversarial_label=8, count=4402\n",
      "attack success, original_label=6, adversarial_label=0, count=4403\n",
      "attack success, original_label=9, adversarial_label=4, count=4404\n",
      "attack success, original_label=2, adversarial_label=8, count=4405\n",
      "attack success, original_label=2, adversarial_label=8, count=4406\n",
      "attack success, original_label=8, adversarial_label=0, count=4407\n",
      "attack success, original_label=6, adversarial_label=0, count=4408\n",
      "attack success, original_label=8, adversarial_label=4, count=4409\n",
      "attack success, original_label=6, adversarial_label=5, count=4410\n",
      "attack success, original_label=6, adversarial_label=4, count=4411\n",
      "attack success, original_label=4, adversarial_label=8, count=4412\n",
      "attack success, original_label=9, adversarial_label=4, count=4413\n",
      "attack success, original_label=9, adversarial_label=8, count=4414\n",
      "attack success, original_label=8, adversarial_label=2, count=4415\n",
      "attack success, original_label=6, adversarial_label=8, count=4416\n",
      "attack success, original_label=6, adversarial_label=4, count=4417\n",
      "attack success, original_label=7, adversarial_label=3, count=4418\n",
      "attack success, original_label=1, adversarial_label=8, count=4419\n",
      "attack success, original_label=7, adversarial_label=4, count=4420\n",
      "attack success, original_label=7, adversarial_label=9, count=4421\n",
      "attack success, original_label=3, adversarial_label=9, count=4422\n",
      "attack success, original_label=9, adversarial_label=4, count=4423\n",
      "attack success, original_label=3, adversarial_label=8, count=4424\n",
      "attack success, original_label=0, adversarial_label=9, count=4425\n",
      "attack success, original_label=0, adversarial_label=4, count=4426\n",
      "attack success, original_label=9, adversarial_label=8, count=4427\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=7, adversarial_label=9, count=4428\n",
      "attack success, original_label=3, adversarial_label=8, count=4429\n",
      "attack success, original_label=1, adversarial_label=8, count=4430\n",
      "attack success, original_label=3, adversarial_label=5, count=4431\n",
      "attack success, original_label=0, adversarial_label=6, count=4432\n",
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      "attack success, original_label=9, adversarial_label=8, count=4436\n",
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      "attack success, original_label=0, adversarial_label=8, count=4438\n",
      "attack success, original_label=1, adversarial_label=8, count=4439\n",
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      "attack success, original_label=9, adversarial_label=4, count=4441\n",
      "attack success, original_label=3, adversarial_label=8, count=4442\n",
      "attack success, original_label=9, adversarial_label=4, count=4443\n",
      "attack success, original_label=1, adversarial_label=8, count=4444\n",
      "attack success, original_label=3, adversarial_label=9, count=4445\n",
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      "attack success, original_label=3, adversarial_label=8, count=4451\n",
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      "attack success, original_label=1, adversarial_label=8, count=4457\n",
      "attack success, original_label=3, adversarial_label=9, count=4458\n",
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      "attack success, original_label=2, adversarial_label=3, count=4491\n",
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      "attack success, original_label=9, adversarial_label=4, count=4493\n",
      "attack success, original_label=2, adversarial_label=8, count=4494\n",
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      "attack success, original_label=6, adversarial_label=8, count=4569\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=8, count=4570\n",
      "attack success, original_label=0, adversarial_label=9, count=4571\n",
      "attack success, original_label=0, adversarial_label=8, count=4572\n",
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      "attack success, original_label=6, adversarial_label=5, count=4626\n",
      "attack success, original_label=3, adversarial_label=8, count=4627\n",
      "attack success, original_label=2, adversarial_label=3, count=4628\n",
      "attack success, original_label=9, adversarial_label=8, count=4629\n",
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      "attack success, original_label=1, adversarial_label=8, count=4631\n",
      "attack success, original_label=1, adversarial_label=4, count=4632\n",
      "attack success, original_label=8, adversarial_label=6, count=4633\n",
      "attack success, original_label=8, adversarial_label=9, count=4634\n",
      "attack success, original_label=4, adversarial_label=9, count=4635\n",
      "attack success, original_label=2, adversarial_label=3, count=4636\n",
      "attack success, original_label=1, adversarial_label=8, count=4637\n",
      "attack success, original_label=0, adversarial_label=9, count=4638\n",
      "attack success, original_label=7, adversarial_label=9, count=4639\n",
      "attack success, original_label=4, adversarial_label=9, count=4640\n",
      "attack success, original_label=8, adversarial_label=5, count=4641\n",
      "attack success, original_label=4, adversarial_label=8, count=4642\n",
      "attack success, original_label=9, adversarial_label=7, count=4643\n",
      "attack success, original_label=9, adversarial_label=4, count=4644\n",
      "attack success, original_label=3, adversarial_label=5, count=4645\n",
      "attack success, original_label=0, adversarial_label=8, count=4646\n",
      "attack success, original_label=9, adversarial_label=4, count=4647\n",
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      "attack success, original_label=2, adversarial_label=4, count=4649\n",
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      "attack success, original_label=6, adversarial_label=9, count=4655\n",
      "attack success, original_label=5, adversarial_label=6, count=4656\n",
      "attack success, original_label=8, adversarial_label=6, count=4657\n",
      "attack success, original_label=1, adversarial_label=8, count=4658\n",
      "attack success, original_label=9, adversarial_label=4, count=4659\n",
      "attack success, original_label=8, adversarial_label=5, count=4660\n",
      "attack success, original_label=4, adversarial_label=9, count=4661\n",
      "attack success, original_label=8, adversarial_label=5, count=4662\n",
      "attack success, original_label=1, adversarial_label=4, count=4663\n",
      "attack success, original_label=6, adversarial_label=9, count=4664\n",
      "attack success, original_label=3, adversarial_label=9, count=4665\n",
      "attack success, original_label=1, adversarial_label=8, count=4666\n",
      "attack success, original_label=0, adversarial_label=9, count=4667\n",
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      "attack success, original_label=0, adversarial_label=9, count=4669\n",
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      "attack success, original_label=7, adversarial_label=9, count=4671\n",
      "attack success, original_label=8, adversarial_label=5, count=4672\n",
      "attack success, original_label=6, adversarial_label=4, count=4673\n",
      "attack success, original_label=0, adversarial_label=9, count=4674\n",
      "attack success, original_label=2, adversarial_label=7, count=4675\n",
      "attack success, original_label=9, adversarial_label=8, count=4676\n",
      "attack success, original_label=1, adversarial_label=8, count=4677\n",
      "attack success, original_label=5, adversarial_label=3, count=4678\n",
      "attack success, original_label=8, adversarial_label=9, count=4679\n",
      "attack success, original_label=7, adversarial_label=8, count=4680\n",
      "attack success, original_label=2, adversarial_label=8, count=4681\n",
      "attack success, original_label=2, adversarial_label=3, count=4682\n",
      "attack success, original_label=3, adversarial_label=5, count=4683\n",
      "attack success, original_label=5, adversarial_label=8, count=4684\n",
      "attack success, original_label=5, adversarial_label=9, count=4685\n",
      "attack success, original_label=0, adversarial_label=4, count=4686\n",
      "attack success, original_label=3, adversarial_label=2, count=4687\n",
      "attack success, original_label=1, adversarial_label=8, count=4688\n",
      "attack success, original_label=7, adversarial_label=9, count=4689\n",
      "attack success, original_label=6, adversarial_label=5, count=4690\n",
      "attack success, original_label=8, adversarial_label=3, count=4691\n",
      "attack success, original_label=3, adversarial_label=9, count=4692\n",
      "attack success, original_label=8, adversarial_label=4, count=4693\n",
      "attack success, original_label=8, adversarial_label=4, count=4694\n",
      "attack success, original_label=9, adversarial_label=4, count=4695\n",
      "attack success, original_label=3, adversarial_label=5, count=4696\n",
      "attack success, original_label=7, adversarial_label=8, count=4697\n",
      "attack success, original_label=9, adversarial_label=8, count=4698\n",
      "attack success, original_label=6, adversarial_label=4, count=4699\n",
      "attack success, original_label=1, adversarial_label=8, count=4700\n",
      "attack success, original_label=0, adversarial_label=6, count=4701\n",
      "attack success, original_label=0, adversarial_label=2, count=4702\n",
      "attack success, original_label=8, adversarial_label=3, count=4703\n",
      "attack success, original_label=6, adversarial_label=9, count=4704\n",
      "attack success, original_label=6, adversarial_label=4, count=4705\n",
      "attack success, original_label=4, adversarial_label=9, count=4706\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=4707\n",
      "attack success, original_label=3, adversarial_label=8, count=4708\n",
      "attack success, original_label=5, adversarial_label=8, count=4709\n",
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      "attack success, original_label=3, adversarial_label=8, count=4848\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=4849\n",
      "attack success, original_label=9, adversarial_label=8, count=4850\n",
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      "attack success, original_label=8, adversarial_label=3, count=4942\n",
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      "attack success, original_label=7, adversarial_label=1, count=4944\n",
      "attack success, original_label=2, adversarial_label=8, count=4945\n",
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      "attack success, original_label=0, adversarial_label=4, count=4950\n",
      "attack success, original_label=5, adversarial_label=3, count=4951\n",
      "attack success, original_label=6, adversarial_label=4, count=4952\n",
      "attack success, original_label=2, adversarial_label=3, count=4953\n",
      "attack success, original_label=7, adversarial_label=9, count=4954\n",
      "attack success, original_label=9, adversarial_label=3, count=4955\n",
      "attack success, original_label=4, adversarial_label=8, count=4956\n",
      "attack success, original_label=2, adversarial_label=8, count=4957\n",
      "attack success, original_label=7, adversarial_label=9, count=4958\n",
      "attack success, original_label=6, adversarial_label=8, count=4959\n",
      "attack success, original_label=9, adversarial_label=8, count=4960\n",
      "attack success, original_label=3, adversarial_label=5, count=4961\n",
      "attack success, original_label=6, adversarial_label=4, count=4962\n",
      "attack success, original_label=3, adversarial_label=9, count=4963\n",
      "attack success, original_label=3, adversarial_label=8, count=4964\n",
      "attack success, original_label=8, adversarial_label=9, count=4965\n",
      "attack success, original_label=5, adversarial_label=8, count=4966\n",
      "attack success, original_label=0, adversarial_label=8, count=4967\n",
      "attack success, original_label=6, adversarial_label=8, count=4968\n",
      "attack success, original_label=8, adversarial_label=6, count=4969\n",
      "attack success, original_label=8, adversarial_label=5, count=4970\n",
      "attack success, original_label=4, adversarial_label=9, count=4971\n",
      "attack success, original_label=9, adversarial_label=4, count=4972\n",
      "attack success, original_label=5, adversarial_label=9, count=4973\n",
      "attack success, original_label=0, adversarial_label=4, count=4974\n",
      "attack success, original_label=8, adversarial_label=0, count=4975\n",
      "attack success, original_label=9, adversarial_label=4, count=4976\n",
      "attack success, original_label=6, adversarial_label=4, count=4977\n",
      "attack success, original_label=5, adversarial_label=8, count=4978\n",
      "attack success, original_label=6, adversarial_label=9, count=4979\n",
      "attack success, original_label=2, adversarial_label=3, count=4980\n",
      "attack success, original_label=8, adversarial_label=0, count=4981\n",
      "attack success, original_label=0, adversarial_label=6, count=4982\n",
      "attack success, original_label=1, adversarial_label=8, count=4983\n",
      "attack success, original_label=0, adversarial_label=9, count=4984\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=2, count=4985\n",
      "attack success, original_label=8, adversarial_label=4, count=4986\n",
      "attack success, original_label=2, adversarial_label=8, count=4987\n",
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      "attack success, original_label=8, adversarial_label=0, count=5000\n",
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      "attack success, original_label=5, adversarial_label=8, count=5104\n",
      "attack success, original_label=3, adversarial_label=9, count=5105\n",
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      "attack success, original_label=3, adversarial_label=8, count=5124\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=9, count=5125\n",
      "attack success, original_label=8, adversarial_label=3, count=5126\n",
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      "attack success, original_label=5, adversarial_label=9, count=5252\n",
      "attack success, original_label=3, adversarial_label=5, count=5253\n",
      "attack success, original_label=7, adversarial_label=3, count=5254\n",
      "attack success, original_label=0, adversarial_label=8, count=5255\n",
      "attack success, original_label=1, adversarial_label=8, count=5256\n",
      "attack success, original_label=5, adversarial_label=3, count=5257\n",
      "attack success, original_label=2, adversarial_label=3, count=5258\n",
      "attack success, original_label=4, adversarial_label=9, count=5259\n",
      "attack success, original_label=5, adversarial_label=6, count=5260\n",
      "attack success, original_label=7, adversarial_label=9, count=5261\n",
      "attack success, original_label=5, adversarial_label=3, count=5262\n",
      "attack success, original_label=8, adversarial_label=4, count=5263\n",
      "attack success, original_label=9, adversarial_label=7, count=5264\n",
      "attack success, original_label=9, adversarial_label=4, count=5265\n",
      "attack success, original_label=0, adversarial_label=6, count=5266\n",
      "attack success, original_label=8, adversarial_label=6, count=5267\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=5, adversarial_label=8, count=5268\n",
      "attack success, original_label=8, adversarial_label=6, count=5269\n",
      "attack success, original_label=9, adversarial_label=8, count=5270\n",
      "attack success, original_label=6, adversarial_label=4, count=5271\n",
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      "attack success, original_label=6, adversarial_label=5, count=5282\n",
      "attack success, original_label=3, adversarial_label=5, count=5283\n",
      "attack success, original_label=3, adversarial_label=5, count=5284\n",
      "attack success, original_label=4, adversarial_label=9, count=5285\n",
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      "attack success, original_label=9, adversarial_label=4, count=5287\n",
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      "attack success, original_label=6, adversarial_label=0, count=5292\n",
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      "attack success, original_label=1, adversarial_label=8, count=5297\n",
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      "attack success, original_label=9, adversarial_label=4, count=5320\n",
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      "attack success, original_label=3, adversarial_label=8, count=5323\n",
      "attack success, original_label=5, adversarial_label=8, count=5324\n",
      "attack success, original_label=5, adversarial_label=8, count=5325\n",
      "attack success, original_label=6, adversarial_label=4, count=5326\n",
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      "attack success, original_label=2, adversarial_label=3, count=5329\n",
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      "attack success, original_label=1, adversarial_label=4, count=5336\n",
      "attack success, original_label=3, adversarial_label=9, count=5337\n",
      "attack success, original_label=9, adversarial_label=4, count=5338\n",
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      "attack success, original_label=6, adversarial_label=8, count=5340\n",
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      "attack success, original_label=9, adversarial_label=8, count=5368\n",
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      "attack success, original_label=7, adversarial_label=3, count=5414\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=8, count=5415\n",
      "attack success, original_label=9, adversarial_label=4, count=5416\n",
      "attack success, original_label=1, adversarial_label=8, count=5417\n",
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      "attack success, original_label=0, adversarial_label=8, count=5562\n",
      "attack success, original_label=7, adversarial_label=9, count=5563\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=8, count=5564\n",
      "attack success, original_label=7, adversarial_label=9, count=5565\n",
      "attack success, original_label=7, adversarial_label=9, count=5566\n",
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      "attack success, original_label=1, adversarial_label=8, count=5579\n",
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      "attack success, original_label=1, adversarial_label=8, count=5582\n",
      "attack success, original_label=3, adversarial_label=6, count=5583\n",
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      "attack success, original_label=1, adversarial_label=8, count=5587\n",
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      "attack success, original_label=5, adversarial_label=3, count=5618\n",
      "attack success, original_label=7, adversarial_label=8, count=5619\n",
      "attack success, original_label=5, adversarial_label=3, count=5620\n",
      "attack success, original_label=0, adversarial_label=6, count=5621\n",
      "attack success, original_label=2, adversarial_label=3, count=5622\n",
      "attack success, original_label=3, adversarial_label=8, count=5623\n",
      "attack success, original_label=2, adversarial_label=8, count=5624\n",
      "attack success, original_label=6, adversarial_label=4, count=5625\n",
      "attack success, original_label=6, adversarial_label=5, count=5626\n",
      "attack success, original_label=7, adversarial_label=4, count=5627\n",
      "attack success, original_label=8, adversarial_label=6, count=5628\n",
      "attack success, original_label=6, adversarial_label=4, count=5629\n",
      "attack success, original_label=9, adversarial_label=4, count=5630\n",
      "attack success, original_label=9, adversarial_label=4, count=5631\n",
      "attack success, original_label=9, adversarial_label=4, count=5632\n",
      "attack success, original_label=9, adversarial_label=8, count=5633\n",
      "attack success, original_label=6, adversarial_label=4, count=5634\n",
      "attack success, original_label=1, adversarial_label=8, count=5635\n",
      "attack success, original_label=9, adversarial_label=7, count=5636\n",
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      "attack success, original_label=8, adversarial_label=6, count=5639\n",
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      "attack success, original_label=6, adversarial_label=4, count=5641\n",
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      "attack success, original_label=7, adversarial_label=4, count=5650\n",
      "attack success, original_label=2, adversarial_label=3, count=5651\n",
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      "attack success, original_label=9, adversarial_label=4, count=5653\n",
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      "attack success, original_label=5, adversarial_label=8, count=5655\n",
      "attack success, original_label=4, adversarial_label=8, count=5656\n",
      "attack success, original_label=2, adversarial_label=8, count=5657\n",
      "attack success, original_label=3, adversarial_label=9, count=5658\n",
      "attack success, original_label=9, adversarial_label=4, count=5659\n",
      "attack success, original_label=0, adversarial_label=6, count=5660\n",
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      "attack success, original_label=0, adversarial_label=9, count=5663\n",
      "attack success, original_label=7, adversarial_label=9, count=5664\n",
      "attack success, original_label=2, adversarial_label=8, count=5665\n",
      "attack success, original_label=2, adversarial_label=8, count=5666\n",
      "attack success, original_label=3, adversarial_label=5, count=5667\n",
      "attack success, original_label=9, adversarial_label=8, count=5668\n",
      "attack success, original_label=9, adversarial_label=8, count=5669\n",
      "attack success, original_label=0, adversarial_label=9, count=5670\n",
      "attack success, original_label=5, adversarial_label=8, count=5671\n",
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      "attack success, original_label=9, adversarial_label=4, count=5678\n",
      "attack success, original_label=7, adversarial_label=9, count=5679\n",
      "attack success, original_label=1, adversarial_label=8, count=5680\n",
      "attack success, original_label=3, adversarial_label=8, count=5681\n",
      "attack success, original_label=7, adversarial_label=3, count=5682\n",
      "attack success, original_label=1, adversarial_label=8, count=5683\n",
      "attack success, original_label=2, adversarial_label=1, count=5684\n",
      "attack success, original_label=4, adversarial_label=8, count=5685\n",
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      "attack success, original_label=7, adversarial_label=4, count=5702\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=7, adversarial_label=4, count=5703\n",
      "attack success, original_label=0, adversarial_label=6, count=5704\n",
      "attack success, original_label=7, adversarial_label=9, count=5705\n",
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      "attack success, original_label=6, adversarial_label=4, count=5849\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=5, count=5850\n",
      "attack success, original_label=1, adversarial_label=8, count=5851\n",
      "attack success, original_label=8, adversarial_label=5, count=5852\n",
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      "attack success, original_label=9, adversarial_label=4, count=5870\n",
      "attack success, original_label=4, adversarial_label=9, count=5871\n",
      "attack success, original_label=7, adversarial_label=9, count=5872\n",
      "attack success, original_label=8, adversarial_label=3, count=5873\n",
      "attack success, original_label=9, adversarial_label=8, count=5874\n",
      "attack success, original_label=4, adversarial_label=9, count=5875\n",
      "attack success, original_label=6, adversarial_label=9, count=5876\n",
      "attack success, original_label=1, adversarial_label=8, count=5877\n",
      "attack success, original_label=3, adversarial_label=8, count=5878\n",
      "attack success, original_label=8, adversarial_label=5, count=5879\n",
      "attack success, original_label=4, adversarial_label=8, count=5880\n",
      "attack success, original_label=9, adversarial_label=4, count=5881\n",
      "attack success, original_label=6, adversarial_label=4, count=5882\n",
      "attack success, original_label=4, adversarial_label=8, count=5883\n",
      "attack success, original_label=7, adversarial_label=9, count=5884\n",
      "attack success, original_label=4, adversarial_label=9, count=5885\n",
      "attack success, original_label=9, adversarial_label=8, count=5886\n",
      "attack success, original_label=8, adversarial_label=6, count=5887\n",
      "attack success, original_label=7, adversarial_label=9, count=5888\n",
      "attack success, original_label=2, adversarial_label=0, count=5889\n",
      "attack success, original_label=9, adversarial_label=4, count=5890\n",
      "attack success, original_label=3, adversarial_label=8, count=5891\n",
      "attack success, original_label=8, adversarial_label=0, count=5892\n",
      "attack success, original_label=3, adversarial_label=9, count=5893\n",
      "attack success, original_label=7, adversarial_label=8, count=5894\n",
      "attack success, original_label=8, adversarial_label=9, count=5895\n",
      "attack success, original_label=4, adversarial_label=8, count=5896\n",
      "attack success, original_label=1, adversarial_label=8, count=5897\n",
      "attack success, original_label=7, adversarial_label=3, count=5898\n",
      "attack success, original_label=2, adversarial_label=3, count=5899\n",
      "attack success, original_label=7, adversarial_label=9, count=5900\n",
      "attack success, original_label=2, adversarial_label=9, count=5901\n",
      "attack success, original_label=3, adversarial_label=9, count=5902\n",
      "attack success, original_label=6, adversarial_label=8, count=5903\n",
      "attack success, original_label=7, adversarial_label=3, count=5904\n",
      "attack success, original_label=7, adversarial_label=9, count=5905\n",
      "attack success, original_label=6, adversarial_label=0, count=5906\n",
      "attack success, original_label=3, adversarial_label=5, count=5907\n",
      "attack success, original_label=3, adversarial_label=5, count=5908\n",
      "attack success, original_label=4, adversarial_label=8, count=5909\n",
      "attack success, original_label=4, adversarial_label=8, count=5910\n",
      "attack success, original_label=7, adversarial_label=3, count=5911\n",
      "attack success, original_label=2, adversarial_label=3, count=5912\n",
      "attack success, original_label=7, adversarial_label=8, count=5913\n",
      "attack success, original_label=9, adversarial_label=4, count=5914\n",
      "attack success, original_label=8, adversarial_label=3, count=5915\n",
      "attack success, original_label=1, adversarial_label=8, count=5916\n",
      "attack success, original_label=2, adversarial_label=6, count=5917\n",
      "attack success, original_label=4, adversarial_label=8, count=5918\n",
      "attack success, original_label=9, adversarial_label=4, count=5919\n",
      "attack success, original_label=7, adversarial_label=8, count=5920\n",
      "attack success, original_label=0, adversarial_label=9, count=5921\n",
      "attack success, original_label=7, adversarial_label=9, count=5922\n",
      "attack success, original_label=0, adversarial_label=5, count=5923\n",
      "attack success, original_label=0, adversarial_label=9, count=5924\n",
      "attack success, original_label=2, adversarial_label=8, count=5925\n",
      "attack success, original_label=5, adversarial_label=6, count=5926\n",
      "attack success, original_label=2, adversarial_label=4, count=5927\n",
      "attack success, original_label=0, adversarial_label=6, count=5928\n",
      "attack success, original_label=9, adversarial_label=4, count=5929\n",
      "attack success, original_label=8, adversarial_label=0, count=5930\n",
      "attack success, original_label=5, adversarial_label=6, count=5931\n",
      "attack success, original_label=0, adversarial_label=8, count=5932\n",
      "attack success, original_label=5, adversarial_label=6, count=5933\n",
      "attack success, original_label=9, adversarial_label=4, count=5934\n",
      "attack success, original_label=0, adversarial_label=8, count=5935\n",
      "attack success, original_label=0, adversarial_label=4, count=5936\n",
      "attack success, original_label=9, adversarial_label=4, count=5937\n",
      "attack success, original_label=9, adversarial_label=4, count=5938\n",
      "attack success, original_label=6, adversarial_label=4, count=5939\n",
      "attack success, original_label=1, adversarial_label=8, count=5940\n",
      "attack success, original_label=8, adversarial_label=9, count=5941\n",
      "attack success, original_label=9, adversarial_label=4, count=5942\n",
      "attack success, original_label=4, adversarial_label=8, count=5943\n",
      "attack success, original_label=7, adversarial_label=0, count=5944\n",
      "attack success, original_label=9, adversarial_label=4, count=5945\n",
      "attack success, original_label=6, adversarial_label=8, count=5946\n",
      "attack success, original_label=1, adversarial_label=8, count=5947\n",
      "attack success, original_label=1, adversarial_label=4, count=5948\n",
      "attack success, original_label=5, adversarial_label=8, count=5949\n",
      "attack success, original_label=0, adversarial_label=4, count=5950\n",
      "attack success, original_label=0, adversarial_label=9, count=5951\n",
      "attack success, original_label=6, adversarial_label=0, count=5952\n",
      "attack success, original_label=1, adversarial_label=8, count=5953\n",
      "attack success, original_label=0, adversarial_label=9, count=5954\n",
      "attack success, original_label=2, adversarial_label=8, count=5955\n",
      "attack success, original_label=5, adversarial_label=9, count=5956\n",
      "attack success, original_label=3, adversarial_label=5, count=5957\n",
      "attack success, original_label=0, adversarial_label=9, count=5958\n",
      "attack success, original_label=0, adversarial_label=4, count=5959\n",
      "attack success, original_label=9, adversarial_label=8, count=5960\n",
      "attack success, original_label=3, adversarial_label=8, count=5961\n",
      "attack success, original_label=3, adversarial_label=5, count=5962\n",
      "attack success, original_label=1, adversarial_label=8, count=5963\n",
      "attack success, original_label=5, adversarial_label=6, count=5964\n",
      "attack success, original_label=1, adversarial_label=8, count=5965\n",
      "attack success, original_label=3, adversarial_label=8, count=5966\n",
      "attack success, original_label=4, adversarial_label=6, count=5967\n",
      "attack success, original_label=6, adversarial_label=0, count=5968\n",
      "attack success, original_label=9, adversarial_label=4, count=5969\n",
      "attack success, original_label=7, adversarial_label=3, count=5970\n",
      "attack success, original_label=6, adversarial_label=8, count=5971\n",
      "attack success, original_label=3, adversarial_label=8, count=5972\n",
      "attack success, original_label=8, adversarial_label=3, count=5973\n",
      "attack success, original_label=1, adversarial_label=8, count=5974\n",
      "attack success, original_label=4, adversarial_label=0, count=5975\n",
      "attack success, original_label=5, adversarial_label=0, count=5976\n",
      "attack success, original_label=2, adversarial_label=3, count=5977\n",
      "attack success, original_label=1, adversarial_label=8, count=5978\n",
      "attack success, original_label=5, adversarial_label=8, count=5979\n",
      "attack success, original_label=5, adversarial_label=0, count=5980\n",
      "attack success, original_label=6, adversarial_label=4, count=5981\n",
      "attack success, original_label=0, adversarial_label=8, count=5982\n",
      "attack success, original_label=5, adversarial_label=9, count=5983\n",
      "attack success, original_label=6, adversarial_label=4, count=5984\n",
      "attack success, original_label=8, adversarial_label=6, count=5985\n",
      "attack success, original_label=2, adversarial_label=3, count=5986\n",
      "attack success, original_label=7, adversarial_label=9, count=5987\n",
      "attack success, original_label=3, adversarial_label=8, count=5988\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=0, count=5989\n",
      "attack success, original_label=8, adversarial_label=9, count=5990\n",
      "attack success, original_label=2, adversarial_label=5, count=5991\n",
      "attack success, original_label=5, adversarial_label=8, count=5992\n",
      "attack success, original_label=3, adversarial_label=8, count=5993\n",
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      "attack success, original_label=8, adversarial_label=9, count=6000\n",
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      "attack success, original_label=7, adversarial_label=3, count=6133\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=8, count=6134\n",
      "attack success, original_label=8, adversarial_label=3, count=6135\n",
      "attack success, original_label=1, adversarial_label=8, count=6136\n",
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      "attack success, original_label=5, adversarial_label=9, count=6180\n",
      "attack success, original_label=9, adversarial_label=8, count=6181\n",
      "attack success, original_label=8, adversarial_label=3, count=6182\n",
      "attack success, original_label=0, adversarial_label=9, count=6183\n",
      "attack success, original_label=2, adversarial_label=0, count=6184\n",
      "attack success, original_label=7, adversarial_label=3, count=6185\n",
      "attack success, original_label=1, adversarial_label=8, count=6186\n",
      "attack success, original_label=4, adversarial_label=8, count=6187\n",
      "attack success, original_label=7, adversarial_label=3, count=6188\n",
      "attack success, original_label=8, adversarial_label=5, count=6189\n",
      "attack success, original_label=7, adversarial_label=9, count=6190\n",
      "attack success, original_label=1, adversarial_label=4, count=6191\n",
      "attack success, original_label=6, adversarial_label=4, count=6192\n",
      "attack success, original_label=4, adversarial_label=8, count=6193\n",
      "attack success, original_label=1, adversarial_label=8, count=6194\n",
      "attack success, original_label=2, adversarial_label=8, count=6195\n",
      "attack success, original_label=7, adversarial_label=8, count=6196\n",
      "attack success, original_label=5, adversarial_label=6, count=6197\n",
      "attack success, original_label=0, adversarial_label=6, count=6198\n",
      "attack success, original_label=1, adversarial_label=8, count=6199\n",
      "attack success, original_label=1, adversarial_label=8, count=6200\n",
      "attack success, original_label=7, adversarial_label=8, count=6201\n",
      "attack success, original_label=1, adversarial_label=8, count=6202\n",
      "attack success, original_label=8, adversarial_label=3, count=6203\n",
      "attack success, original_label=8, adversarial_label=3, count=6204\n",
      "attack success, original_label=1, adversarial_label=8, count=6205\n",
      "attack success, original_label=3, adversarial_label=9, count=6206\n",
      "attack success, original_label=9, adversarial_label=8, count=6207\n",
      "attack success, original_label=9, adversarial_label=4, count=6208\n",
      "attack success, original_label=9, adversarial_label=4, count=6209\n",
      "attack success, original_label=2, adversarial_label=8, count=6210\n",
      "attack success, original_label=8, adversarial_label=3, count=6211\n",
      "attack success, original_label=6, adversarial_label=4, count=6212\n",
      "attack success, original_label=6, adversarial_label=4, count=6213\n",
      "attack success, original_label=1, adversarial_label=8, count=6214\n",
      "attack success, original_label=9, adversarial_label=8, count=6215\n",
      "attack success, original_label=2, adversarial_label=8, count=6216\n",
      "attack success, original_label=0, adversarial_label=4, count=6217\n",
      "attack success, original_label=7, adversarial_label=9, count=6218\n",
      "attack success, original_label=0, adversarial_label=9, count=6219\n",
      "attack success, original_label=6, adversarial_label=4, count=6220\n",
      "attack success, original_label=5, adversarial_label=9, count=6221\n",
      "attack success, original_label=4, adversarial_label=9, count=6222\n",
      "attack success, original_label=8, adversarial_label=3, count=6223\n",
      "attack success, original_label=6, adversarial_label=9, count=6224\n",
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      "attack success, original_label=8, adversarial_label=9, count=6226\n",
      "attack success, original_label=5, adversarial_label=3, count=6227\n",
      "attack success, original_label=7, adversarial_label=9, count=6228\n",
      "attack success, original_label=5, adversarial_label=8, count=6229\n",
      "attack success, original_label=1, adversarial_label=8, count=6230\n",
      "attack success, original_label=3, adversarial_label=5, count=6231\n",
      "attack success, original_label=4, adversarial_label=9, count=6232\n",
      "attack success, original_label=4, adversarial_label=8, count=6233\n",
      "attack success, original_label=7, adversarial_label=3, count=6234\n",
      "attack success, original_label=6, adversarial_label=9, count=6235\n",
      "attack success, original_label=7, adversarial_label=3, count=6236\n",
      "attack success, original_label=8, adversarial_label=6, count=6237\n",
      "attack success, original_label=3, adversarial_label=9, count=6238\n",
      "attack success, original_label=3, adversarial_label=8, count=6239\n",
      "attack success, original_label=0, adversarial_label=8, count=6240\n",
      "attack success, original_label=3, adversarial_label=5, count=6241\n",
      "attack success, original_label=9, adversarial_label=4, count=6242\n",
      "attack success, original_label=2, adversarial_label=3, count=6243\n",
      "attack success, original_label=3, adversarial_label=5, count=6244\n",
      "attack success, original_label=4, adversarial_label=9, count=6245\n",
      "attack success, original_label=8, adversarial_label=0, count=6246\n",
      "attack success, original_label=7, adversarial_label=9, count=6247\n",
      "attack success, original_label=2, adversarial_label=8, count=6248\n",
      "attack success, original_label=7, adversarial_label=3, count=6249\n",
      "attack success, original_label=0, adversarial_label=9, count=6250\n",
      "attack success, original_label=7, adversarial_label=9, count=6251\n",
      "attack success, original_label=5, adversarial_label=6, count=6252\n",
      "attack success, original_label=9, adversarial_label=4, count=6253\n",
      "attack success, original_label=5, adversarial_label=8, count=6254\n",
      "attack success, original_label=7, adversarial_label=3, count=6255\n",
      "attack success, original_label=1, adversarial_label=8, count=6256\n",
      "attack success, original_label=1, adversarial_label=8, count=6257\n",
      "attack success, original_label=1, adversarial_label=8, count=6258\n",
      "attack success, original_label=0, adversarial_label=5, count=6259\n",
      "attack success, original_label=3, adversarial_label=8, count=6260\n",
      "attack success, original_label=4, adversarial_label=9, count=6261\n",
      "attack success, original_label=5, adversarial_label=8, count=6262\n",
      "attack success, original_label=8, adversarial_label=6, count=6263\n",
      "attack success, original_label=2, adversarial_label=3, count=6264\n",
      "attack success, original_label=3, adversarial_label=5, count=6265\n",
      "attack success, original_label=8, adversarial_label=3, count=6266\n",
      "attack success, original_label=6, adversarial_label=4, count=6267\n",
      "attack success, original_label=1, adversarial_label=8, count=6268\n",
      "attack success, original_label=3, adversarial_label=9, count=6269\n",
      "attack success, original_label=7, adversarial_label=8, count=6270\n",
      "attack success, original_label=1, adversarial_label=8, count=6271\n",
      "attack success, original_label=7, adversarial_label=9, count=6272\n",
      "attack success, original_label=0, adversarial_label=4, count=6273\n",
      "attack success, original_label=1, adversarial_label=8, count=6274\n",
      "attack success, original_label=4, adversarial_label=9, count=6275\n",
      "attack success, original_label=7, adversarial_label=8, count=6276\n",
      "attack success, original_label=6, adversarial_label=4, count=6277\n",
      "attack success, original_label=1, adversarial_label=8, count=6278\n",
      "attack success, original_label=8, adversarial_label=3, count=6279\n",
      "attack success, original_label=6, adversarial_label=4, count=6280\n",
      "attack success, original_label=7, adversarial_label=9, count=6281\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=2, adversarial_label=8, count=6282\n",
      "attack success, original_label=3, adversarial_label=5, count=6283\n",
      "attack success, original_label=4, adversarial_label=8, count=6284\n",
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      "attack success, original_label=0, adversarial_label=6, count=6287\n",
      "attack success, original_label=7, adversarial_label=9, count=6288\n",
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      "attack success, original_label=9, adversarial_label=4, count=6294\n",
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      "attack success, original_label=7, adversarial_label=9, count=6296\n",
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      "attack success, original_label=5, adversarial_label=8, count=6431\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=7, adversarial_label=3, count=6432\n",
      "attack success, original_label=9, adversarial_label=8, count=6433\n",
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      "attack success, original_label=4, adversarial_label=8, count=6490\n",
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      "attack success, original_label=6, adversarial_label=4, count=6492\n",
      "attack success, original_label=6, adversarial_label=5, count=6493\n",
      "attack success, original_label=9, adversarial_label=8, count=6494\n",
      "attack success, original_label=1, adversarial_label=8, count=6495\n",
      "attack success, original_label=3, adversarial_label=5, count=6496\n",
      "attack success, original_label=3, adversarial_label=5, count=6497\n",
      "attack success, original_label=0, adversarial_label=9, count=6498\n",
      "attack success, original_label=9, adversarial_label=8, count=6499\n",
      "attack success, original_label=1, adversarial_label=4, count=6500\n",
      "attack success, original_label=6, adversarial_label=0, count=6501\n",
      "attack success, original_label=4, adversarial_label=9, count=6502\n",
      "attack success, original_label=6, adversarial_label=4, count=6503\n",
      "attack success, original_label=1, adversarial_label=8, count=6504\n",
      "attack success, original_label=9, adversarial_label=8, count=6505\n",
      "attack success, original_label=0, adversarial_label=5, count=6506\n",
      "attack success, original_label=9, adversarial_label=8, count=6507\n",
      "attack success, original_label=8, adversarial_label=9, count=6508\n",
      "attack success, original_label=6, adversarial_label=8, count=6509\n",
      "attack success, original_label=9, adversarial_label=4, count=6510\n",
      "attack success, original_label=9, adversarial_label=8, count=6511\n",
      "attack success, original_label=6, adversarial_label=4, count=6512\n",
      "attack success, original_label=6, adversarial_label=4, count=6513\n",
      "attack success, original_label=0, adversarial_label=6, count=6514\n",
      "attack success, original_label=7, adversarial_label=3, count=6515\n",
      "attack success, original_label=8, adversarial_label=0, count=6516\n",
      "attack success, original_label=8, adversarial_label=3, count=6517\n",
      "attack success, original_label=7, adversarial_label=9, count=6518\n",
      "attack success, original_label=6, adversarial_label=4, count=6519\n",
      "attack success, original_label=0, adversarial_label=8, count=6520\n",
      "attack success, original_label=4, adversarial_label=8, count=6521\n",
      "attack success, original_label=0, adversarial_label=8, count=6522\n",
      "attack success, original_label=2, adversarial_label=8, count=6523\n",
      "attack success, original_label=9, adversarial_label=8, count=6524\n",
      "attack success, original_label=8, adversarial_label=3, count=6525\n",
      "attack success, original_label=0, adversarial_label=4, count=6526\n",
      "attack success, original_label=3, adversarial_label=5, count=6527\n",
      "attack success, original_label=0, adversarial_label=9, count=6528\n",
      "attack success, original_label=6, adversarial_label=4, count=6529\n",
      "attack success, original_label=1, adversarial_label=9, count=6530\n",
      "attack success, original_label=7, adversarial_label=9, count=6531\n",
      "attack success, original_label=3, adversarial_label=8, count=6532\n",
      "attack success, original_label=6, adversarial_label=4, count=6533\n",
      "attack success, original_label=7, adversarial_label=9, count=6534\n",
      "attack success, original_label=4, adversarial_label=8, count=6535\n",
      "attack success, original_label=1, adversarial_label=8, count=6536\n",
      "attack success, original_label=1, adversarial_label=8, count=6537\n",
      "attack success, original_label=1, adversarial_label=9, count=6538\n",
      "attack success, original_label=8, adversarial_label=0, count=6539\n",
      "attack success, original_label=5, adversarial_label=6, count=6540\n",
      "attack success, original_label=6, adversarial_label=4, count=6541\n",
      "attack success, original_label=4, adversarial_label=9, count=6542\n",
      "attack success, original_label=2, adversarial_label=3, count=6543\n",
      "attack success, original_label=6, adversarial_label=8, count=6544\n",
      "attack success, original_label=1, adversarial_label=8, count=6545\n",
      "attack success, original_label=2, adversarial_label=3, count=6546\n",
      "attack success, original_label=2, adversarial_label=8, count=6547\n",
      "attack success, original_label=3, adversarial_label=8, count=6548\n",
      "attack success, original_label=5, adversarial_label=6, count=6549\n",
      "attack success, original_label=1, adversarial_label=8, count=6550\n",
      "attack success, original_label=5, adversarial_label=6, count=6551\n",
      "attack success, original_label=5, adversarial_label=3, count=6552\n",
      "attack success, original_label=1, adversarial_label=8, count=6553\n",
      "attack success, original_label=9, adversarial_label=4, count=6554\n",
      "attack success, original_label=4, adversarial_label=9, count=6555\n",
      "attack success, original_label=4, adversarial_label=9, count=6556\n",
      "attack success, original_label=6, adversarial_label=0, count=6557\n",
      "attack success, original_label=2, adversarial_label=6, count=6558\n",
      "attack success, original_label=2, adversarial_label=3, count=6559\n",
      "attack success, original_label=6, adversarial_label=0, count=6560\n",
      "attack success, original_label=0, adversarial_label=5, count=6561\n",
      "attack success, original_label=2, adversarial_label=4, count=6562\n",
      "attack success, original_label=9, adversarial_label=8, count=6563\n",
      "attack success, original_label=2, adversarial_label=3, count=6564\n",
      "attack success, original_label=6, adversarial_label=4, count=6565\n",
      "attack success, original_label=2, adversarial_label=4, count=6566\n",
      "attack success, original_label=6, adversarial_label=4, count=6567\n",
      "attack success, original_label=8, adversarial_label=5, count=6568\n",
      "attack success, original_label=1, adversarial_label=8, count=6569\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=7, count=6570\n",
      "attack success, original_label=2, adversarial_label=3, count=6571\n",
      "attack success, original_label=4, adversarial_label=8, count=6572\n",
      "attack success, original_label=0, adversarial_label=9, count=6573\n",
      "attack success, original_label=0, adversarial_label=9, count=6574\n",
      "attack success, original_label=3, adversarial_label=8, count=6575\n",
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      "attack success, original_label=9, adversarial_label=8, count=6577\n",
      "attack success, original_label=2, adversarial_label=3, count=6578\n",
      "attack success, original_label=9, adversarial_label=4, count=6579\n",
      "attack success, original_label=8, adversarial_label=9, count=6580\n",
      "attack success, original_label=4, adversarial_label=9, count=6581\n",
      "attack success, original_label=3, adversarial_label=9, count=6582\n",
      "attack success, original_label=9, adversarial_label=8, count=6583\n",
      "attack success, original_label=3, adversarial_label=9, count=6584\n",
      "attack success, original_label=7, adversarial_label=9, count=6585\n",
      "attack success, original_label=9, adversarial_label=8, count=6586\n",
      "attack success, original_label=7, adversarial_label=4, count=6587\n",
      "attack success, original_label=1, adversarial_label=8, count=6588\n",
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      "attack success, original_label=0, adversarial_label=6, count=6593\n",
      "attack success, original_label=9, adversarial_label=4, count=6594\n",
      "attack success, original_label=2, adversarial_label=3, count=6595\n",
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      "attack success, original_label=1, adversarial_label=8, count=6602\n",
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      "attack success, original_label=6, adversarial_label=8, count=6626\n",
      "attack success, original_label=9, adversarial_label=8, count=6627\n",
      "attack success, original_label=4, adversarial_label=8, count=6628\n",
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      "attack success, original_label=4, adversarial_label=9, count=6689\n",
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      "attack success, original_label=7, adversarial_label=9, count=6707\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=3, adversarial_label=8, count=6708\n",
      "attack success, original_label=5, adversarial_label=3, count=6709\n",
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      "attack success, original_label=4, adversarial_label=8, count=6800\n",
      "attack success, original_label=1, adversarial_label=8, count=6801\n",
      "attack success, original_label=6, adversarial_label=5, count=6802\n",
      "attack success, original_label=3, adversarial_label=9, count=6803\n",
      "attack success, original_label=3, adversarial_label=9, count=6804\n",
      "attack success, original_label=5, adversarial_label=3, count=6805\n",
      "attack success, original_label=8, adversarial_label=6, count=6806\n",
      "attack success, original_label=0, adversarial_label=6, count=6807\n",
      "attack success, original_label=9, adversarial_label=8, count=6808\n",
      "attack success, original_label=0, adversarial_label=4, count=6809\n",
      "attack success, original_label=0, adversarial_label=9, count=6810\n",
      "attack success, original_label=2, adversarial_label=3, count=6811\n",
      "attack success, original_label=7, adversarial_label=9, count=6812\n",
      "attack success, original_label=3, adversarial_label=8, count=6813\n",
      "attack success, original_label=7, adversarial_label=3, count=6814\n",
      "attack success, original_label=4, adversarial_label=8, count=6815\n",
      "attack success, original_label=0, adversarial_label=8, count=6816\n",
      "attack success, original_label=0, adversarial_label=8, count=6817\n",
      "attack success, original_label=6, adversarial_label=4, count=6818\n",
      "attack success, original_label=9, adversarial_label=4, count=6819\n",
      "attack success, original_label=4, adversarial_label=8, count=6820\n",
      "attack success, original_label=0, adversarial_label=9, count=6821\n",
      "attack success, original_label=9, adversarial_label=4, count=6822\n",
      "attack success, original_label=8, adversarial_label=9, count=6823\n",
      "attack success, original_label=8, adversarial_label=2, count=6824\n",
      "attack success, original_label=6, adversarial_label=4, count=6825\n",
      "attack success, original_label=2, adversarial_label=3, count=6826\n",
      "attack success, original_label=6, adversarial_label=5, count=6827\n",
      "attack success, original_label=2, adversarial_label=6, count=6828\n",
      "attack success, original_label=6, adversarial_label=0, count=6829\n",
      "attack success, original_label=3, adversarial_label=8, count=6830\n",
      "attack success, original_label=4, adversarial_label=9, count=6831\n",
      "attack success, original_label=4, adversarial_label=8, count=6832\n",
      "attack success, original_label=8, adversarial_label=9, count=6833\n",
      "attack success, original_label=0, adversarial_label=9, count=6834\n",
      "attack success, original_label=8, adversarial_label=5, count=6835\n",
      "attack success, original_label=4, adversarial_label=9, count=6836\n",
      "attack success, original_label=9, adversarial_label=8, count=6837\n",
      "attack success, original_label=6, adversarial_label=4, count=6838\n",
      "attack success, original_label=9, adversarial_label=4, count=6839\n",
      "attack success, original_label=1, adversarial_label=8, count=6840\n",
      "attack success, original_label=9, adversarial_label=4, count=6841\n",
      "attack success, original_label=1, adversarial_label=8, count=6842\n",
      "attack success, original_label=0, adversarial_label=8, count=6843\n",
      "attack success, original_label=2, adversarial_label=8, count=6844\n",
      "attack success, original_label=7, adversarial_label=3, count=6845\n",
      "attack success, original_label=7, adversarial_label=9, count=6846\n",
      "attack success, original_label=0, adversarial_label=9, count=6847\n",
      "attack success, original_label=1, adversarial_label=8, count=6848\n",
      "attack success, original_label=5, adversarial_label=3, count=6849\n",
      "attack success, original_label=3, adversarial_label=8, count=6850\n",
      "attack success, original_label=3, adversarial_label=5, count=6851\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=9, count=6852\n",
      "attack success, original_label=2, adversarial_label=6, count=6853\n",
      "attack success, original_label=4, adversarial_label=9, count=6854\n",
      "attack success, original_label=1, adversarial_label=4, count=6855\n",
      "attack success, original_label=4, adversarial_label=9, count=6856\n",
      "attack success, original_label=6, adversarial_label=8, count=6857\n",
      "attack success, original_label=8, adversarial_label=0, count=6858\n",
      "attack success, original_label=7, adversarial_label=9, count=6859\n",
      "attack success, original_label=7, adversarial_label=9, count=6860\n",
      "attack success, original_label=8, adversarial_label=9, count=6861\n",
      "attack success, original_label=9, adversarial_label=4, count=6862\n",
      "attack success, original_label=9, adversarial_label=4, count=6863\n",
      "attack success, original_label=6, adversarial_label=5, count=6864\n",
      "attack success, original_label=7, adversarial_label=9, count=6865\n",
      "attack success, original_label=4, adversarial_label=9, count=6866\n",
      "attack success, original_label=2, adversarial_label=3, count=6867\n",
      "attack success, original_label=8, adversarial_label=5, count=6868\n",
      "attack success, original_label=6, adversarial_label=8, count=6869\n",
      "attack success, original_label=6, adversarial_label=9, count=6870\n",
      "attack success, original_label=9, adversarial_label=4, count=6871\n",
      "attack success, original_label=8, adversarial_label=9, count=6872\n",
      "attack success, original_label=3, adversarial_label=8, count=6873\n",
      "attack success, original_label=0, adversarial_label=6, count=6874\n",
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      "attack success, original_label=9, adversarial_label=8, count=6876\n",
      "attack success, original_label=7, adversarial_label=9, count=6877\n",
      "attack success, original_label=5, adversarial_label=9, count=6878\n",
      "attack success, original_label=4, adversarial_label=9, count=6879\n",
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      "attack success, original_label=9, adversarial_label=4, count=6881\n",
      "attack success, original_label=6, adversarial_label=5, count=6882\n",
      "attack success, original_label=0, adversarial_label=9, count=6883\n",
      "attack success, original_label=9, adversarial_label=8, count=6884\n",
      "attack success, original_label=4, adversarial_label=7, count=6885\n",
      "attack success, original_label=1, adversarial_label=8, count=6886\n",
      "attack success, original_label=5, adversarial_label=8, count=6887\n",
      "attack success, original_label=5, adversarial_label=9, count=6888\n",
      "attack success, original_label=7, adversarial_label=9, count=6889\n",
      "attack success, original_label=5, adversarial_label=9, count=6890\n",
      "attack success, original_label=4, adversarial_label=8, count=6891\n",
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      "attack success, original_label=1, adversarial_label=8, count=6901\n",
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      "attack success, original_label=1, adversarial_label=8, count=6907\n",
      "attack success, original_label=2, adversarial_label=3, count=6908\n",
      "attack success, original_label=7, adversarial_label=9, count=6909\n",
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      "attack success, original_label=9, adversarial_label=4, count=6918\n",
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      "attack success, original_label=0, adversarial_label=6, count=6922\n",
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      "attack success, original_label=0, adversarial_label=9, count=6995\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=5, count=6996\n",
      "attack success, original_label=2, adversarial_label=3, count=6997\n",
      "attack success, original_label=8, adversarial_label=3, count=6998\n",
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      "attack success, original_label=8, adversarial_label=6, count=7102\n",
      "attack success, original_label=3, adversarial_label=8, count=7103\n",
      "attack success, original_label=0, adversarial_label=9, count=7104\n",
      "attack success, original_label=0, adversarial_label=4, count=7105\n",
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      "attack success, original_label=3, adversarial_label=9, count=7110\n",
      "attack success, original_label=2, adversarial_label=9, count=7111\n",
      "attack success, original_label=0, adversarial_label=9, count=7112\n",
      "attack success, original_label=4, adversarial_label=8, count=7113\n",
      "attack success, original_label=2, adversarial_label=3, count=7114\n",
      "attack success, original_label=9, adversarial_label=4, count=7115\n",
      "attack success, original_label=7, adversarial_label=5, count=7116\n",
      "attack success, original_label=6, adversarial_label=9, count=7117\n",
      "attack success, original_label=1, adversarial_label=9, count=7118\n",
      "attack success, original_label=3, adversarial_label=5, count=7119\n",
      "attack success, original_label=3, adversarial_label=5, count=7120\n",
      "attack success, original_label=2, adversarial_label=8, count=7121\n",
      "attack success, original_label=2, adversarial_label=8, count=7122\n",
      "attack success, original_label=1, adversarial_label=8, count=7123\n",
      "attack success, original_label=4, adversarial_label=8, count=7124\n",
      "attack success, original_label=2, adversarial_label=8, count=7125\n",
      "attack success, original_label=9, adversarial_label=4, count=7126\n",
      "attack success, original_label=1, adversarial_label=8, count=7127\n",
      "attack success, original_label=5, adversarial_label=9, count=7128\n",
      "attack success, original_label=0, adversarial_label=2, count=7129\n",
      "attack success, original_label=8, adversarial_label=3, count=7130\n",
      "attack success, original_label=7, adversarial_label=3, count=7131\n",
      "attack success, original_label=8, adversarial_label=5, count=7132\n",
      "attack success, original_label=8, adversarial_label=5, count=7133\n",
      "attack success, original_label=6, adversarial_label=5, count=7134\n",
      "attack success, original_label=3, adversarial_label=6, count=7135\n",
      "attack success, original_label=8, adversarial_label=3, count=7136\n",
      "attack success, original_label=7, adversarial_label=9, count=7137\n",
      "attack success, original_label=7, adversarial_label=9, count=7138\n",
      "attack success, original_label=2, adversarial_label=3, count=7139\n",
      "attack success, original_label=1, adversarial_label=8, count=7140\n",
      "attack success, original_label=9, adversarial_label=8, count=7141\n",
      "attack success, original_label=0, adversarial_label=9, count=7142\n",
      "attack success, original_label=0, adversarial_label=4, count=7143\n",
      "attack success, original_label=8, adversarial_label=5, count=7144\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=5, adversarial_label=1, count=7145\n",
      "attack success, original_label=4, adversarial_label=9, count=7146\n",
      "attack success, original_label=4, adversarial_label=9, count=7147\n",
      "attack success, original_label=1, adversarial_label=8, count=7148\n",
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      "attack success, original_label=9, adversarial_label=8, count=7150\n",
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      "attack success, original_label=5, adversarial_label=8, count=7159\n",
      "attack success, original_label=2, adversarial_label=3, count=7160\n",
      "attack success, original_label=8, adversarial_label=9, count=7161\n",
      "attack success, original_label=4, adversarial_label=8, count=7162\n",
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      "attack success, original_label=6, adversarial_label=9, count=7168\n",
      "attack success, original_label=9, adversarial_label=4, count=7169\n",
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      "attack success, original_label=2, adversarial_label=7, count=7174\n",
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      "attack success, original_label=5, adversarial_label=9, count=7188\n",
      "attack success, original_label=3, adversarial_label=9, count=7189\n",
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      "attack success, original_label=1, adversarial_label=8, count=7201\n",
      "attack success, original_label=6, adversarial_label=5, count=7202\n",
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      "attack success, original_label=8, adversarial_label=3, count=7208\n",
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      "attack success, original_label=6, adversarial_label=5, count=7210\n",
      "attack success, original_label=2, adversarial_label=3, count=7211\n",
      "attack success, original_label=2, adversarial_label=3, count=7212\n",
      "attack success, original_label=1, adversarial_label=8, count=7213\n",
      "attack success, original_label=2, adversarial_label=1, count=7214\n",
      "attack success, original_label=8, adversarial_label=9, count=7215\n",
      "attack success, original_label=1, adversarial_label=8, count=7216\n",
      "attack success, original_label=4, adversarial_label=9, count=7217\n",
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      "attack success, original_label=1, adversarial_label=8, count=7221\n",
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      "attack success, original_label=5, adversarial_label=3, count=7286\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=8, count=7287\n",
      "attack success, original_label=3, adversarial_label=9, count=7288\n",
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      "attack success, original_label=8, adversarial_label=5, count=7420\n",
      "attack success, original_label=4, adversarial_label=9, count=7421\n",
      "attack success, original_label=3, adversarial_label=9, count=7422\n",
      "attack success, original_label=9, adversarial_label=4, count=7423\n",
      "attack success, original_label=2, adversarial_label=9, count=7424\n",
      "attack success, original_label=2, adversarial_label=3, count=7425\n",
      "attack success, original_label=0, adversarial_label=6, count=7426\n",
      "attack success, original_label=3, adversarial_label=9, count=7427\n",
      "attack success, original_label=2, adversarial_label=8, count=7428\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=7429\n",
      "attack success, original_label=2, adversarial_label=4, count=7430\n",
      "attack success, original_label=1, adversarial_label=8, count=7431\n",
      "attack success, original_label=7, adversarial_label=3, count=7432\n",
      "attack success, original_label=2, adversarial_label=8, count=7433\n",
      "attack success, original_label=5, adversarial_label=8, count=7434\n",
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      "attack success, original_label=8, adversarial_label=3, count=7436\n",
      "attack success, original_label=7, adversarial_label=9, count=7437\n",
      "attack success, original_label=4, adversarial_label=3, count=7438\n",
      "attack success, original_label=9, adversarial_label=4, count=7439\n",
      "attack success, original_label=8, adversarial_label=2, count=7440\n",
      "attack success, original_label=1, adversarial_label=8, count=7441\n",
      "attack success, original_label=9, adversarial_label=4, count=7442\n",
      "attack success, original_label=8, adversarial_label=9, count=7443\n",
      "attack success, original_label=7, adversarial_label=3, count=7444\n",
      "attack success, original_label=2, adversarial_label=3, count=7445\n",
      "attack success, original_label=5, adversarial_label=8, count=7446\n",
      "attack success, original_label=9, adversarial_label=4, count=7447\n",
      "attack success, original_label=7, adversarial_label=3, count=7448\n",
      "attack success, original_label=0, adversarial_label=8, count=7449\n",
      "attack success, original_label=8, adversarial_label=0, count=7450\n",
      "attack success, original_label=0, adversarial_label=8, count=7451\n",
      "attack success, original_label=1, adversarial_label=8, count=7452\n",
      "attack success, original_label=6, adversarial_label=8, count=7453\n",
      "attack success, original_label=3, adversarial_label=8, count=7454\n",
      "attack success, original_label=9, adversarial_label=4, count=7455\n",
      "attack success, original_label=7, adversarial_label=9, count=7456\n",
      "attack success, original_label=8, adversarial_label=7, count=7457\n",
      "attack success, original_label=2, adversarial_label=5, count=7458\n",
      "attack success, original_label=3, adversarial_label=9, count=7459\n",
      "attack success, original_label=5, adversarial_label=6, count=7460\n",
      "attack success, original_label=3, adversarial_label=2, count=7461\n",
      "attack success, original_label=9, adversarial_label=8, count=7462\n",
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      "attack success, original_label=0, adversarial_label=9, count=7464\n",
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      "attack success, original_label=4, adversarial_label=9, count=7466\n",
      "attack success, original_label=8, adversarial_label=6, count=7467\n",
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      "attack success, original_label=4, adversarial_label=9, count=7469\n",
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      "attack success, original_label=8, adversarial_label=2, count=7487\n",
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      "attack success, original_label=4, adversarial_label=7, count=7491\n",
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      "attack success, original_label=6, adversarial_label=9, count=7547\n",
      "attack success, original_label=8, adversarial_label=9, count=7548\n",
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      "attack success, original_label=9, adversarial_label=5, count=7566\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=7, adversarial_label=3, count=7567\n",
      "attack success, original_label=7, adversarial_label=8, count=7568\n",
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      "attack success, original_label=2, adversarial_label=8, count=7706\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=2, adversarial_label=8, count=7707\n",
      "attack success, original_label=2, adversarial_label=8, count=7708\n",
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      "attack success, original_label=7, adversarial_label=3, count=7728\n",
      "attack success, original_label=6, adversarial_label=4, count=7729\n",
      "attack success, original_label=4, adversarial_label=8, count=7730\n",
      "attack success, original_label=3, adversarial_label=9, count=7731\n",
      "attack success, original_label=1, adversarial_label=8, count=7732\n",
      "attack success, original_label=0, adversarial_label=9, count=7733\n",
      "attack success, original_label=8, adversarial_label=3, count=7734\n",
      "attack success, original_label=1, adversarial_label=4, count=7735\n",
      "attack success, original_label=0, adversarial_label=6, count=7736\n",
      "attack success, original_label=7, adversarial_label=9, count=7737\n",
      "attack success, original_label=7, adversarial_label=3, count=7738\n",
      "attack success, original_label=2, adversarial_label=3, count=7739\n",
      "attack success, original_label=7, adversarial_label=8, count=7740\n",
      "attack success, original_label=6, adversarial_label=5, count=7741\n",
      "attack success, original_label=9, adversarial_label=8, count=7742\n",
      "attack success, original_label=9, adversarial_label=5, count=7743\n",
      "attack success, original_label=2, adversarial_label=3, count=7744\n",
      "attack success, original_label=0, adversarial_label=5, count=7745\n",
      "attack success, original_label=9, adversarial_label=8, count=7746\n",
      "attack success, original_label=4, adversarial_label=9, count=7747\n",
      "attack success, original_label=9, adversarial_label=4, count=7748\n",
      "attack success, original_label=8, adversarial_label=6, count=7749\n",
      "attack success, original_label=0, adversarial_label=4, count=7750\n",
      "attack success, original_label=0, adversarial_label=5, count=7751\n",
      "attack success, original_label=7, adversarial_label=9, count=7752\n",
      "attack success, original_label=7, adversarial_label=5, count=7753\n",
      "attack success, original_label=5, adversarial_label=9, count=7754\n",
      "attack success, original_label=7, adversarial_label=3, count=7755\n",
      "attack success, original_label=5, adversarial_label=9, count=7756\n",
      "attack success, original_label=2, adversarial_label=9, count=7757\n",
      "attack success, original_label=6, adversarial_label=4, count=7758\n",
      "attack success, original_label=3, adversarial_label=5, count=7759\n",
      "attack success, original_label=4, adversarial_label=5, count=7760\n",
      "attack success, original_label=6, adversarial_label=4, count=7761\n",
      "attack success, original_label=5, adversarial_label=9, count=7762\n",
      "attack success, original_label=1, adversarial_label=8, count=7763\n",
      "attack success, original_label=6, adversarial_label=4, count=7764\n",
      "attack success, original_label=3, adversarial_label=8, count=7765\n",
      "attack success, original_label=8, adversarial_label=4, count=7766\n",
      "attack success, original_label=3, adversarial_label=9, count=7767\n",
      "attack success, original_label=6, adversarial_label=4, count=7768\n",
      "attack success, original_label=3, adversarial_label=4, count=7769\n",
      "attack success, original_label=0, adversarial_label=8, count=7770\n",
      "attack success, original_label=5, adversarial_label=9, count=7771\n",
      "attack success, original_label=0, adversarial_label=9, count=7772\n",
      "attack success, original_label=4, adversarial_label=9, count=7773\n",
      "attack success, original_label=3, adversarial_label=5, count=7774\n",
      "attack success, original_label=0, adversarial_label=9, count=7775\n",
      "attack success, original_label=7, adversarial_label=3, count=7776\n",
      "attack success, original_label=9, adversarial_label=4, count=7777\n",
      "attack success, original_label=7, adversarial_label=3, count=7778\n",
      "attack success, original_label=4, adversarial_label=8, count=7779\n",
      "attack success, original_label=8, adversarial_label=4, count=7780\n",
      "attack success, original_label=6, adversarial_label=4, count=7781\n",
      "attack success, original_label=1, adversarial_label=8, count=7782\n",
      "attack success, original_label=3, adversarial_label=5, count=7783\n",
      "attack success, original_label=0, adversarial_label=5, count=7784\n",
      "attack success, original_label=7, adversarial_label=9, count=7785\n",
      "attack success, original_label=3, adversarial_label=6, count=7786\n",
      "attack success, original_label=6, adversarial_label=8, count=7787\n",
      "attack success, original_label=8, adversarial_label=6, count=7788\n",
      "attack success, original_label=6, adversarial_label=8, count=7789\n",
      "attack success, original_label=2, adversarial_label=3, count=7790\n",
      "attack success, original_label=8, adversarial_label=5, count=7791\n",
      "attack success, original_label=6, adversarial_label=5, count=7792\n",
      "attack success, original_label=8, adversarial_label=3, count=7793\n",
      "attack success, original_label=8, adversarial_label=5, count=7794\n",
      "attack success, original_label=7, adversarial_label=3, count=7795\n",
      "attack success, original_label=5, adversarial_label=3, count=7796\n",
      "attack success, original_label=8, adversarial_label=5, count=7797\n",
      "attack success, original_label=3, adversarial_label=9, count=7798\n",
      "attack success, original_label=0, adversarial_label=8, count=7799\n",
      "attack success, original_label=3, adversarial_label=8, count=7800\n",
      "attack success, original_label=8, adversarial_label=3, count=7801\n",
      "attack success, original_label=3, adversarial_label=9, count=7802\n",
      "attack success, original_label=2, adversarial_label=3, count=7803\n",
      "attack success, original_label=6, adversarial_label=5, count=7804\n",
      "attack success, original_label=6, adversarial_label=4, count=7805\n",
      "attack success, original_label=1, adversarial_label=4, count=7806\n",
      "attack success, original_label=9, adversarial_label=8, count=7807\n",
      "attack success, original_label=7, adversarial_label=3, count=7808\n",
      "attack success, original_label=5, adversarial_label=8, count=7809\n",
      "attack success, original_label=7, adversarial_label=8, count=7810\n",
      "attack success, original_label=5, adversarial_label=8, count=7811\n",
      "attack success, original_label=4, adversarial_label=8, count=7812\n",
      "attack success, original_label=0, adversarial_label=9, count=7813\n",
      "attack success, original_label=7, adversarial_label=9, count=7814\n",
      "attack success, original_label=1, adversarial_label=8, count=7815\n",
      "attack success, original_label=6, adversarial_label=8, count=7816\n",
      "attack success, original_label=9, adversarial_label=8, count=7817\n",
      "attack success, original_label=4, adversarial_label=8, count=7818\n",
      "attack success, original_label=5, adversarial_label=8, count=7819\n",
      "attack success, original_label=8, adversarial_label=4, count=7820\n",
      "attack success, original_label=7, adversarial_label=9, count=7821\n",
      "attack success, original_label=5, adversarial_label=9, count=7822\n",
      "attack success, original_label=2, adversarial_label=3, count=7823\n",
      "attack success, original_label=0, adversarial_label=8, count=7824\n",
      "attack success, original_label=4, adversarial_label=9, count=7825\n",
      "attack success, original_label=0, adversarial_label=8, count=7826\n",
      "attack success, original_label=6, adversarial_label=4, count=7827\n",
      "attack success, original_label=2, adversarial_label=9, count=7828\n",
      "attack success, original_label=1, adversarial_label=8, count=7829\n",
      "attack success, original_label=5, adversarial_label=8, count=7830\n",
      "attack success, original_label=2, adversarial_label=9, count=7831\n",
      "attack success, original_label=7, adversarial_label=8, count=7832\n",
      "attack success, original_label=5, adversarial_label=9, count=7833\n",
      "attack success, original_label=6, adversarial_label=8, count=7834\n",
      "attack success, original_label=8, adversarial_label=3, count=7835\n",
      "attack success, original_label=4, adversarial_label=0, count=7836\n",
      "attack success, original_label=6, adversarial_label=4, count=7837\n",
      "attack success, original_label=8, adversarial_label=6, count=7838\n",
      "attack success, original_label=3, adversarial_label=5, count=7839\n",
      "attack success, original_label=7, adversarial_label=9, count=7840\n",
      "attack success, original_label=5, adversarial_label=8, count=7841\n",
      "attack success, original_label=9, adversarial_label=7, count=7842\n",
      "attack success, original_label=0, adversarial_label=9, count=7843\n",
      "attack success, original_label=0, adversarial_label=8, count=7844\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=8, count=7845\n",
      "attack success, original_label=7, adversarial_label=8, count=7846\n",
      "attack success, original_label=4, adversarial_label=8, count=7847\n",
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      "attack success, original_label=2, adversarial_label=6, count=7850\n",
      "attack success, original_label=4, adversarial_label=9, count=7851\n",
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      "attack success, original_label=4, adversarial_label=9, count=7854\n",
      "attack success, original_label=1, adversarial_label=8, count=7855\n",
      "attack success, original_label=9, adversarial_label=5, count=7856\n",
      "attack success, original_label=2, adversarial_label=3, count=7857\n",
      "attack success, original_label=5, adversarial_label=9, count=7858\n",
      "attack success, original_label=5, adversarial_label=3, count=7859\n",
      "attack success, original_label=1, adversarial_label=8, count=7860\n",
      "attack success, original_label=8, adversarial_label=5, count=7861\n",
      "attack success, original_label=1, adversarial_label=8, count=7862\n",
      "attack success, original_label=9, adversarial_label=4, count=7863\n",
      "attack success, original_label=4, adversarial_label=0, count=7864\n",
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      "attack success, original_label=8, adversarial_label=6, count=7868\n",
      "attack success, original_label=7, adversarial_label=9, count=7869\n",
      "attack success, original_label=4, adversarial_label=0, count=7870\n",
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      "attack success, original_label=1, adversarial_label=8, count=7981\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=0, adversarial_label=8, count=7982\n",
      "attack success, original_label=5, adversarial_label=8, count=7983\n",
      "attack success, original_label=9, adversarial_label=4, count=7984\n",
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      "attack success, original_label=7, adversarial_label=9, count=8038\n",
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      "attack success, original_label=1, adversarial_label=8, count=8040\n",
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      "attack success, original_label=1, adversarial_label=8, count=8042\n",
      "attack success, original_label=3, adversarial_label=9, count=8043\n",
      "attack success, original_label=3, adversarial_label=5, count=8044\n",
      "attack success, original_label=2, adversarial_label=3, count=8045\n",
      "attack success, original_label=9, adversarial_label=7, count=8046\n",
      "attack success, original_label=7, adversarial_label=2, count=8047\n",
      "attack success, original_label=1, adversarial_label=8, count=8048\n",
      "attack success, original_label=5, adversarial_label=8, count=8049\n",
      "attack success, original_label=0, adversarial_label=9, count=8050\n",
      "attack success, original_label=9, adversarial_label=4, count=8051\n",
      "attack success, original_label=1, adversarial_label=8, count=8052\n",
      "attack success, original_label=3, adversarial_label=8, count=8053\n",
      "attack success, original_label=2, adversarial_label=8, count=8054\n",
      "attack success, original_label=2, adversarial_label=8, count=8055\n",
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      "attack success, original_label=9, adversarial_label=4, count=8060\n",
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      "attack success, original_label=1, adversarial_label=4, count=8064\n",
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      "attack success, original_label=8, adversarial_label=3, count=8066\n",
      "attack success, original_label=3, adversarial_label=7, count=8067\n",
      "attack success, original_label=5, adversarial_label=6, count=8068\n",
      "attack success, original_label=6, adversarial_label=4, count=8069\n",
      "attack success, original_label=3, adversarial_label=7, count=8070\n",
      "attack success, original_label=9, adversarial_label=4, count=8071\n",
      "attack success, original_label=0, adversarial_label=6, count=8072\n",
      "attack success, original_label=0, adversarial_label=9, count=8073\n",
      "attack success, original_label=8, adversarial_label=5, count=8074\n",
      "attack success, original_label=9, adversarial_label=4, count=8075\n",
      "attack success, original_label=0, adversarial_label=4, count=8076\n",
      "attack success, original_label=9, adversarial_label=4, count=8077\n",
      "attack success, original_label=0, adversarial_label=5, count=8078\n",
      "attack success, original_label=7, adversarial_label=3, count=8079\n",
      "attack success, original_label=3, adversarial_label=8, count=8080\n",
      "attack success, original_label=5, adversarial_label=9, count=8081\n",
      "attack success, original_label=0, adversarial_label=8, count=8082\n",
      "attack success, original_label=5, adversarial_label=6, count=8083\n",
      "attack success, original_label=2, adversarial_label=3, count=8084\n",
      "attack success, original_label=1, adversarial_label=8, count=8085\n",
      "attack success, original_label=4, adversarial_label=9, count=8086\n",
      "attack success, original_label=7, adversarial_label=9, count=8087\n",
      "attack success, original_label=3, adversarial_label=6, count=8088\n",
      "attack success, original_label=4, adversarial_label=0, count=8089\n",
      "attack success, original_label=7, adversarial_label=5, count=8090\n",
      "attack success, original_label=2, adversarial_label=3, count=8091\n",
      "attack success, original_label=5, adversarial_label=9, count=8092\n",
      "attack success, original_label=4, adversarial_label=8, count=8093\n",
      "attack success, original_label=4, adversarial_label=0, count=8094\n",
      "attack success, original_label=2, adversarial_label=1, count=8095\n",
      "attack success, original_label=8, adversarial_label=9, count=8096\n",
      "attack success, original_label=3, adversarial_label=9, count=8097\n",
      "attack success, original_label=7, adversarial_label=9, count=8098\n",
      "attack success, original_label=1, adversarial_label=4, count=8099\n",
      "attack success, original_label=1, adversarial_label=8, count=8100\n",
      "attack success, original_label=7, adversarial_label=9, count=8101\n",
      "attack success, original_label=2, adversarial_label=9, count=8102\n",
      "attack success, original_label=0, adversarial_label=8, count=8103\n",
      "attack success, original_label=0, adversarial_label=9, count=8104\n",
      "attack success, original_label=2, adversarial_label=9, count=8105\n",
      "attack success, original_label=3, adversarial_label=8, count=8106\n",
      "attack success, original_label=5, adversarial_label=8, count=8107\n",
      "attack success, original_label=7, adversarial_label=8, count=8108\n",
      "attack success, original_label=6, adversarial_label=5, count=8109\n",
      "attack success, original_label=7, adversarial_label=9, count=8110\n",
      "attack success, original_label=3, adversarial_label=5, count=8111\n",
      "attack success, original_label=5, adversarial_label=9, count=8112\n",
      "attack success, original_label=1, adversarial_label=8, count=8113\n",
      "attack success, original_label=1, adversarial_label=4, count=8114\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=4, count=8115\n",
      "attack success, original_label=7, adversarial_label=8, count=8116\n",
      "attack success, original_label=3, adversarial_label=5, count=8117\n",
      "attack success, original_label=5, adversarial_label=9, count=8118\n",
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      "attack success, original_label=7, adversarial_label=3, count=8120\n",
      "attack success, original_label=6, adversarial_label=0, count=8121\n",
      "attack success, original_label=4, adversarial_label=8, count=8122\n",
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      "attack success, original_label=2, adversarial_label=1, count=8128\n",
      "attack success, original_label=9, adversarial_label=4, count=8129\n",
      "attack success, original_label=0, adversarial_label=8, count=8130\n",
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      "attack success, original_label=4, adversarial_label=8, count=8132\n",
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      "attack success, original_label=4, adversarial_label=8, count=8139\n",
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      "attack success, original_label=5, adversarial_label=8, count=8259\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=8, count=8260\n",
      "attack success, original_label=7, adversarial_label=9, count=8261\n",
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      "attack success, original_label=9, adversarial_label=4, count=8348\n",
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      "attack success, original_label=4, adversarial_label=7, count=8354\n",
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      "attack success, original_label=1, adversarial_label=8, count=8356\n",
      "attack success, original_label=8, adversarial_label=5, count=8357\n",
      "attack success, original_label=5, adversarial_label=8, count=8358\n",
      "attack success, original_label=8, adversarial_label=0, count=8359\n",
      "attack success, original_label=5, adversarial_label=9, count=8360\n",
      "attack success, original_label=2, adversarial_label=3, count=8361\n",
      "attack success, original_label=0, adversarial_label=8, count=8362\n",
      "attack success, original_label=2, adversarial_label=6, count=8363\n",
      "attack success, original_label=7, adversarial_label=9, count=8364\n",
      "attack success, original_label=0, adversarial_label=8, count=8365\n",
      "attack success, original_label=1, adversarial_label=8, count=8366\n",
      "attack success, original_label=3, adversarial_label=8, count=8367\n",
      "attack success, original_label=0, adversarial_label=6, count=8368\n",
      "attack success, original_label=9, adversarial_label=4, count=8369\n",
      "attack success, original_label=5, adversarial_label=8, count=8370\n",
      "attack success, original_label=3, adversarial_label=8, count=8371\n",
      "attack success, original_label=6, adversarial_label=4, count=8372\n",
      "attack success, original_label=7, adversarial_label=9, count=8373\n",
      "attack success, original_label=4, adversarial_label=6, count=8374\n",
      "attack success, original_label=1, adversarial_label=8, count=8375\n",
      "attack success, original_label=2, adversarial_label=8, count=8376\n",
      "attack success, original_label=9, adversarial_label=4, count=8377\n",
      "attack success, original_label=4, adversarial_label=9, count=8378\n",
      "attack success, original_label=3, adversarial_label=5, count=8379\n",
      "attack success, original_label=5, adversarial_label=9, count=8380\n",
      "attack success, original_label=4, adversarial_label=0, count=8381\n",
      "attack success, original_label=3, adversarial_label=8, count=8382\n",
      "attack success, original_label=8, adversarial_label=0, count=8383\n",
      "attack success, original_label=8, adversarial_label=2, count=8384\n",
      "attack success, original_label=3, adversarial_label=9, count=8385\n",
      "attack success, original_label=3, adversarial_label=8, count=8386\n",
      "attack success, original_label=4, adversarial_label=9, count=8387\n",
      "attack success, original_label=8, adversarial_label=5, count=8388\n",
      "attack success, original_label=2, adversarial_label=8, count=8389\n",
      "attack success, original_label=4, adversarial_label=8, count=8390\n",
      "attack success, original_label=3, adversarial_label=8, count=8391\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=8392\n",
      "attack success, original_label=9, adversarial_label=8, count=8393\n",
      "attack success, original_label=7, adversarial_label=9, count=8394\n",
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      "attack success, original_label=8, adversarial_label=3, count=8407\n",
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      "attack success, original_label=4, adversarial_label=9, count=8409\n",
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      "attack success, original_label=2, adversarial_label=8, count=8411\n",
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      "attack success, original_label=0, adversarial_label=9, count=8414\n",
      "attack success, original_label=7, adversarial_label=9, count=8415\n",
      "attack success, original_label=7, adversarial_label=4, count=8416\n",
      "attack success, original_label=4, adversarial_label=9, count=8417\n",
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      "attack success, original_label=0, adversarial_label=9, count=8430\n",
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      "attack success, original_label=3, adversarial_label=9, count=8448\n",
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      "attack success, original_label=7, adversarial_label=4, count=8517\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=9, count=8518\n",
      "attack success, original_label=9, adversarial_label=7, count=8519\n",
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      "attack success, original_label=6, adversarial_label=0, count=8636\n",
      "attack success, original_label=7, adversarial_label=9, count=8637\n",
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      "attack success, original_label=5, adversarial_label=8, count=8641\n",
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      "attack success, original_label=2, adversarial_label=8, count=8652\n",
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      "attack success, original_label=3, adversarial_label=8, count=8654\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=5, count=8655\n",
      "attack success, original_label=5, adversarial_label=6, count=8656\n",
      "attack success, original_label=3, adversarial_label=9, count=8657\n",
      "attack success, original_label=4, adversarial_label=9, count=8658\n",
      "attack success, original_label=6, adversarial_label=4, count=8659\n",
      "attack success, original_label=6, adversarial_label=4, count=8660\n",
      "attack success, original_label=1, adversarial_label=8, count=8661\n",
      "attack success, original_label=7, adversarial_label=8, count=8662\n",
      "attack success, original_label=9, adversarial_label=8, count=8663\n",
      "attack success, original_label=3, adversarial_label=5, count=8664\n",
      "attack success, original_label=8, adversarial_label=5, count=8665\n",
      "attack success, original_label=0, adversarial_label=8, count=8666\n",
      "attack success, original_label=1, adversarial_label=8, count=8667\n",
      "attack success, original_label=3, adversarial_label=9, count=8668\n",
      "attack success, original_label=3, adversarial_label=5, count=8669\n",
      "attack success, original_label=5, adversarial_label=8, count=8670\n",
      "attack success, original_label=7, adversarial_label=3, count=8671\n",
      "attack success, original_label=2, adversarial_label=4, count=8672\n",
      "attack success, original_label=0, adversarial_label=8, count=8673\n",
      "attack success, original_label=5, adversarial_label=3, count=8674\n",
      "attack success, original_label=8, adversarial_label=6, count=8675\n",
      "attack success, original_label=0, adversarial_label=9, count=8676\n",
      "attack success, original_label=0, adversarial_label=8, count=8677\n",
      "attack success, original_label=7, adversarial_label=9, count=8678\n",
      "attack success, original_label=1, adversarial_label=8, count=8679\n",
      "attack success, original_label=4, adversarial_label=0, count=8680\n",
      "attack success, original_label=2, adversarial_label=7, count=8681\n",
      "attack success, original_label=7, adversarial_label=9, count=8682\n",
      "attack success, original_label=6, adversarial_label=8, count=8683\n",
      "attack success, original_label=3, adversarial_label=9, count=8684\n",
      "attack success, original_label=8, adversarial_label=5, count=8685\n",
      "attack success, original_label=4, adversarial_label=9, count=8686\n",
      "attack success, original_label=6, adversarial_label=0, count=8687\n",
      "attack success, original_label=2, adversarial_label=3, count=8688\n",
      "attack success, original_label=7, adversarial_label=9, count=8689\n",
      "attack success, original_label=3, adversarial_label=9, count=8690\n",
      "attack success, original_label=0, adversarial_label=9, count=8691\n",
      "attack success, original_label=4, adversarial_label=9, count=8692\n",
      "attack success, original_label=8, adversarial_label=4, count=8693\n",
      "attack success, original_label=8, adversarial_label=0, count=8694\n",
      "attack success, original_label=0, adversarial_label=9, count=8695\n",
      "attack success, original_label=9, adversarial_label=4, count=8696\n",
      "attack success, original_label=2, adversarial_label=1, count=8697\n",
      "attack success, original_label=5, adversarial_label=9, count=8698\n",
      "attack success, original_label=4, adversarial_label=9, count=8699\n",
      "attack success, original_label=3, adversarial_label=8, count=8700\n",
      "attack success, original_label=3, adversarial_label=5, count=8701\n",
      "attack success, original_label=4, adversarial_label=5, count=8702\n",
      "attack success, original_label=3, adversarial_label=5, count=8703\n",
      "attack success, original_label=1, adversarial_label=8, count=8704\n",
      "attack success, original_label=9, adversarial_label=4, count=8705\n",
      "attack success, original_label=2, adversarial_label=8, count=8706\n",
      "attack success, original_label=4, adversarial_label=9, count=8707\n",
      "attack success, original_label=2, adversarial_label=3, count=8708\n",
      "attack success, original_label=8, adversarial_label=6, count=8709\n",
      "attack success, original_label=1, adversarial_label=8, count=8710\n",
      "attack success, original_label=4, adversarial_label=8, count=8711\n",
      "attack success, original_label=3, adversarial_label=5, count=8712\n",
      "attack success, original_label=3, adversarial_label=5, count=8713\n",
      "attack success, original_label=3, adversarial_label=9, count=8714\n",
      "attack success, original_label=5, adversarial_label=8, count=8715\n",
      "attack success, original_label=9, adversarial_label=8, count=8716\n",
      "attack success, original_label=3, adversarial_label=5, count=8717\n",
      "attack success, original_label=3, adversarial_label=8, count=8718\n",
      "attack success, original_label=0, adversarial_label=9, count=8719\n",
      "attack success, original_label=0, adversarial_label=8, count=8720\n",
      "attack success, original_label=3, adversarial_label=5, count=8721\n",
      "attack success, original_label=1, adversarial_label=8, count=8722\n",
      "attack success, original_label=2, adversarial_label=1, count=8723\n",
      "attack success, original_label=5, adversarial_label=8, count=8724\n",
      "attack success, original_label=8, adversarial_label=5, count=8725\n",
      "attack success, original_label=7, adversarial_label=3, count=8726\n",
      "attack success, original_label=8, adversarial_label=5, count=8727\n",
      "attack success, original_label=3, adversarial_label=0, count=8728\n",
      "attack success, original_label=6, adversarial_label=4, count=8729\n",
      "attack success, original_label=8, adversarial_label=5, count=8730\n",
      "attack success, original_label=4, adversarial_label=6, count=8731\n",
      "attack success, original_label=9, adversarial_label=4, count=8732\n",
      "attack success, original_label=0, adversarial_label=6, count=8733\n",
      "attack success, original_label=9, adversarial_label=8, count=8734\n",
      "attack success, original_label=2, adversarial_label=4, count=8735\n",
      "attack success, original_label=8, adversarial_label=5, count=8736\n",
      "attack success, original_label=1, adversarial_label=8, count=8737\n",
      "attack success, original_label=9, adversarial_label=4, count=8738\n",
      "attack success, original_label=2, adversarial_label=8, count=8739\n",
      "attack success, original_label=6, adversarial_label=4, count=8740\n",
      "attack success, original_label=3, adversarial_label=8, count=8741\n",
      "attack success, original_label=4, adversarial_label=9, count=8742\n",
      "attack success, original_label=9, adversarial_label=4, count=8743\n",
      "attack success, original_label=2, adversarial_label=7, count=8744\n",
      "attack success, original_label=7, adversarial_label=9, count=8745\n",
      "attack success, original_label=2, adversarial_label=0, count=8746\n",
      "attack success, original_label=4, adversarial_label=9, count=8747\n",
      "attack success, original_label=4, adversarial_label=9, count=8748\n",
      "attack success, original_label=6, adversarial_label=4, count=8749\n",
      "attack success, original_label=0, adversarial_label=8, count=8750\n",
      "attack success, original_label=9, adversarial_label=8, count=8751\n",
      "attack success, original_label=1, adversarial_label=8, count=8752\n",
      "attack success, original_label=6, adversarial_label=9, count=8753\n",
      "attack success, original_label=7, adversarial_label=3, count=8754\n",
      "attack success, original_label=5, adversarial_label=8, count=8755\n",
      "attack success, original_label=6, adversarial_label=0, count=8756\n",
      "attack success, original_label=5, adversarial_label=3, count=8757\n",
      "attack success, original_label=3, adversarial_label=5, count=8758\n",
      "attack success, original_label=8, adversarial_label=9, count=8759\n",
      "attack success, original_label=9, adversarial_label=4, count=8760\n",
      "attack success, original_label=9, adversarial_label=4, count=8761\n",
      "attack success, original_label=7, adversarial_label=4, count=8762\n",
      "attack success, original_label=8, adversarial_label=9, count=8763\n",
      "attack success, original_label=2, adversarial_label=8, count=8764\n",
      "attack success, original_label=3, adversarial_label=8, count=8765\n",
      "attack success, original_label=7, adversarial_label=9, count=8766\n",
      "attack success, original_label=1, adversarial_label=8, count=8767\n",
      "attack success, original_label=0, adversarial_label=9, count=8768\n",
      "attack success, original_label=5, adversarial_label=6, count=8769\n",
      "attack success, original_label=5, adversarial_label=3, count=8770\n",
      "attack success, original_label=6, adversarial_label=4, count=8771\n",
      "attack success, original_label=5, adversarial_label=8, count=8772\n",
      "attack success, original_label=3, adversarial_label=9, count=8773\n",
      "attack success, original_label=6, adversarial_label=8, count=8774\n",
      "attack success, original_label=8, adversarial_label=6, count=8775\n",
      "attack success, original_label=1, adversarial_label=8, count=8776\n",
      "attack success, original_label=6, adversarial_label=4, count=8777\n",
      "attack success, original_label=8, adversarial_label=5, count=8778\n",
      "attack success, original_label=9, adversarial_label=4, count=8779\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=8, adversarial_label=3, count=8780\n",
      "attack success, original_label=0, adversarial_label=9, count=8781\n",
      "attack success, original_label=2, adversarial_label=3, count=8782\n",
      "attack success, original_label=7, adversarial_label=9, count=8783\n",
      "attack success, original_label=9, adversarial_label=4, count=8784\n",
      "attack success, original_label=6, adversarial_label=4, count=8785\n",
      "attack success, original_label=1, adversarial_label=8, count=8786\n",
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      "attack success, original_label=3, adversarial_label=9, count=8789\n",
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      "attack success, original_label=9, adversarial_label=5, count=8794\n",
      "attack success, original_label=9, adversarial_label=4, count=8795\n",
      "attack success, original_label=6, adversarial_label=8, count=8796\n",
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      "attack success, original_label=8, adversarial_label=3, count=8799\n",
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      "attack success, original_label=9, adversarial_label=5, count=8804\n",
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      "attack success, original_label=9, adversarial_label=8, count=8920\n",
      "attack success, original_label=3, adversarial_label=9, count=8921\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=4, count=8922\n",
      "attack success, original_label=0, adversarial_label=6, count=8923\n",
      "attack success, original_label=1, adversarial_label=8, count=8924\n",
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      "attack success, original_label=1, adversarial_label=8, count=8936\n",
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      "attack success, original_label=9, adversarial_label=4, count=8948\n",
      "attack success, original_label=9, adversarial_label=7, count=8949\n",
      "attack success, original_label=7, adversarial_label=9, count=8950\n",
      "attack success, original_label=0, adversarial_label=9, count=8951\n",
      "attack success, original_label=1, adversarial_label=8, count=8952\n",
      "attack success, original_label=2, adversarial_label=0, count=8953\n",
      "attack success, original_label=7, adversarial_label=3, count=8954\n",
      "attack success, original_label=1, adversarial_label=8, count=8955\n",
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      "attack success, original_label=6, adversarial_label=8, count=8957\n",
      "attack success, original_label=0, adversarial_label=4, count=8958\n",
      "attack success, original_label=2, adversarial_label=8, count=8959\n",
      "attack success, original_label=1, adversarial_label=8, count=8960\n",
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      "attack success, original_label=1, adversarial_label=8, count=8964\n",
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      "attack success, original_label=2, adversarial_label=3, count=8966\n",
      "attack success, original_label=1, adversarial_label=8, count=8967\n",
      "attack success, original_label=4, adversarial_label=0, count=8968\n",
      "attack success, original_label=8, adversarial_label=3, count=8969\n",
      "attack success, original_label=1, adversarial_label=8, count=8970\n",
      "attack success, original_label=5, adversarial_label=9, count=8971\n",
      "attack success, original_label=1, adversarial_label=8, count=8972\n",
      "attack success, original_label=3, adversarial_label=9, count=8973\n",
      "attack success, original_label=6, adversarial_label=4, count=8974\n",
      "attack success, original_label=9, adversarial_label=8, count=8975\n",
      "attack success, original_label=6, adversarial_label=8, count=8976\n",
      "attack success, original_label=5, adversarial_label=8, count=8977\n",
      "attack success, original_label=5, adversarial_label=6, count=8978\n",
      "attack success, original_label=9, adversarial_label=4, count=8979\n",
      "attack success, original_label=6, adversarial_label=4, count=8980\n",
      "attack success, original_label=5, adversarial_label=9, count=8981\n",
      "attack success, original_label=7, adversarial_label=8, count=8982\n",
      "attack success, original_label=5, adversarial_label=3, count=8983\n",
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      "attack success, original_label=1, adversarial_label=8, count=8985\n",
      "attack success, original_label=1, adversarial_label=8, count=8986\n",
      "attack success, original_label=9, adversarial_label=4, count=8987\n",
      "attack success, original_label=8, adversarial_label=0, count=8988\n",
      "attack success, original_label=6, adversarial_label=8, count=8989\n",
      "attack success, original_label=0, adversarial_label=5, count=8990\n",
      "attack success, original_label=9, adversarial_label=8, count=8991\n",
      "attack success, original_label=8, adversarial_label=3, count=8992\n",
      "attack success, original_label=6, adversarial_label=5, count=8993\n",
      "attack success, original_label=4, adversarial_label=9, count=8994\n",
      "attack success, original_label=2, adversarial_label=3, count=8995\n",
      "attack success, original_label=9, adversarial_label=4, count=8996\n",
      "attack success, original_label=6, adversarial_label=4, count=8997\n",
      "attack success, original_label=1, adversarial_label=8, count=8998\n",
      "attack success, original_label=2, adversarial_label=3, count=8999\n",
      "attack success, original_label=4, adversarial_label=9, count=9000\n",
      "attack success, original_label=1, adversarial_label=9, count=9001\n",
      "attack success, original_label=1, adversarial_label=8, count=9002\n",
      "attack success, original_label=8, adversarial_label=6, count=9003\n",
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      "attack success, original_label=6, adversarial_label=9, count=9008\n",
      "attack success, original_label=0, adversarial_label=6, count=9009\n",
      "attack success, original_label=9, adversarial_label=8, count=9010\n",
      "attack success, original_label=5, adversarial_label=0, count=9011\n",
      "attack success, original_label=6, adversarial_label=4, count=9012\n",
      "attack success, original_label=2, adversarial_label=4, count=9013\n",
      "attack success, original_label=4, adversarial_label=6, count=9014\n",
      "attack success, original_label=7, adversarial_label=3, count=9015\n",
      "attack success, original_label=7, adversarial_label=9, count=9016\n",
      "attack success, original_label=6, adversarial_label=4, count=9017\n",
      "attack success, original_label=4, adversarial_label=8, count=9018\n",
      "attack success, original_label=6, adversarial_label=0, count=9019\n",
      "attack success, original_label=9, adversarial_label=8, count=9020\n",
      "attack success, original_label=5, adversarial_label=8, count=9021\n",
      "attack success, original_label=8, adversarial_label=5, count=9022\n",
      "attack success, original_label=1, adversarial_label=8, count=9023\n",
      "attack success, original_label=6, adversarial_label=4, count=9024\n",
      "attack success, original_label=8, adversarial_label=4, count=9025\n",
      "attack success, original_label=1, adversarial_label=8, count=9026\n",
      "attack success, original_label=4, adversarial_label=9, count=9027\n",
      "attack success, original_label=8, adversarial_label=9, count=9028\n",
      "attack success, original_label=3, adversarial_label=1, count=9029\n",
      "attack success, original_label=8, adversarial_label=2, count=9030\n",
      "attack success, original_label=5, adversarial_label=8, count=9031\n",
      "attack success, original_label=5, adversarial_label=8, count=9032\n",
      "attack success, original_label=3, adversarial_label=5, count=9033\n",
      "attack success, original_label=8, adversarial_label=4, count=9034\n",
      "attack success, original_label=8, adversarial_label=9, count=9035\n",
      "attack success, original_label=4, adversarial_label=8, count=9036\n",
      "attack success, original_label=6, adversarial_label=4, count=9037\n",
      "attack success, original_label=8, adversarial_label=6, count=9038\n",
      "attack success, original_label=3, adversarial_label=5, count=9039\n",
      "attack success, original_label=7, adversarial_label=3, count=9040\n",
      "attack success, original_label=0, adversarial_label=8, count=9041\n",
      "attack success, original_label=5, adversarial_label=8, count=9042\n",
      "attack success, original_label=9, adversarial_label=8, count=9043\n",
      "attack success, original_label=2, adversarial_label=8, count=9044\n",
      "attack success, original_label=4, adversarial_label=9, count=9045\n",
      "attack success, original_label=4, adversarial_label=8, count=9046\n",
      "attack success, original_label=8, adversarial_label=0, count=9047\n",
      "attack success, original_label=6, adversarial_label=4, count=9048\n",
      "attack success, original_label=0, adversarial_label=6, count=9049\n",
      "attack success, original_label=2, adversarial_label=3, count=9050\n",
      "attack success, original_label=7, adversarial_label=8, count=9051\n",
      "attack success, original_label=5, adversarial_label=8, count=9052\n",
      "attack success, original_label=1, adversarial_label=8, count=9053\n",
      "attack success, original_label=7, adversarial_label=1, count=9054\n",
      "attack success, original_label=1, adversarial_label=8, count=9055\n",
      "attack success, original_label=3, adversarial_label=8, count=9056\n",
      "attack success, original_label=7, adversarial_label=9, count=9057\n",
      "attack success, original_label=6, adversarial_label=4, count=9058\n",
      "attack success, original_label=9, adversarial_label=4, count=9059\n",
      "attack success, original_label=2, adversarial_label=8, count=9060\n",
      "attack success, original_label=1, adversarial_label=8, count=9061\n",
      "attack success, original_label=4, adversarial_label=8, count=9062\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=2, adversarial_label=0, count=9063\n",
      "attack success, original_label=4, adversarial_label=9, count=9064\n",
      "attack success, original_label=0, adversarial_label=9, count=9065\n",
      "attack success, original_label=9, adversarial_label=4, count=9066\n",
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      "attack success, original_label=2, adversarial_label=8, count=9080\n",
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      "attack success, original_label=8, adversarial_label=2, count=9203\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=5, adversarial_label=8, count=9204\n",
      "attack success, original_label=4, adversarial_label=9, count=9205\n",
      "attack success, original_label=2, adversarial_label=1, count=9206\n",
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      "attack success, original_label=7, adversarial_label=4, count=9276\n",
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      "attack success, original_label=5, adversarial_label=9, count=9278\n",
      "attack success, original_label=2, adversarial_label=6, count=9279\n",
      "attack success, original_label=2, adversarial_label=8, count=9280\n",
      "attack success, original_label=4, adversarial_label=8, count=9281\n",
      "attack success, original_label=7, adversarial_label=8, count=9282\n",
      "attack success, original_label=3, adversarial_label=9, count=9283\n",
      "attack success, original_label=2, adversarial_label=3, count=9284\n",
      "attack success, original_label=1, adversarial_label=8, count=9285\n",
      "attack success, original_label=7, adversarial_label=9, count=9286\n",
      "attack success, original_label=9, adversarial_label=8, count=9287\n",
      "attack success, original_label=1, adversarial_label=8, count=9288\n",
      "attack success, original_label=5, adversarial_label=9, count=9289\n",
      "attack success, original_label=6, adversarial_label=5, count=9290\n",
      "attack success, original_label=5, adversarial_label=8, count=9291\n",
      "attack success, original_label=7, adversarial_label=9, count=9292\n",
      "attack success, original_label=2, adversarial_label=3, count=9293\n",
      "attack success, original_label=2, adversarial_label=4, count=9294\n",
      "attack success, original_label=4, adversarial_label=8, count=9295\n",
      "attack success, original_label=6, adversarial_label=4, count=9296\n",
      "attack success, original_label=2, adversarial_label=3, count=9297\n",
      "attack success, original_label=6, adversarial_label=4, count=9298\n",
      "attack success, original_label=9, adversarial_label=8, count=9299\n",
      "attack success, original_label=8, adversarial_label=3, count=9300\n",
      "attack success, original_label=5, adversarial_label=6, count=9301\n",
      "attack success, original_label=2, adversarial_label=3, count=9302\n",
      "attack success, original_label=6, adversarial_label=4, count=9303\n",
      "attack success, original_label=2, adversarial_label=8, count=9304\n",
      "attack success, original_label=1, adversarial_label=8, count=9305\n",
      "attack success, original_label=1, adversarial_label=4, count=9306\n",
      "attack success, original_label=3, adversarial_label=5, count=9307\n",
      "attack success, original_label=0, adversarial_label=9, count=9308\n",
      "attack success, original_label=1, adversarial_label=8, count=9309\n",
      "attack success, original_label=4, adversarial_label=8, count=9310\n",
      "attack success, original_label=1, adversarial_label=8, count=9311\n",
      "attack success, original_label=7, adversarial_label=8, count=9312\n",
      "attack success, original_label=5, adversarial_label=9, count=9313\n",
      "attack success, original_label=2, adversarial_label=8, count=9314\n",
      "attack success, original_label=5, adversarial_label=0, count=9315\n",
      "attack success, original_label=5, adversarial_label=6, count=9316\n",
      "attack success, original_label=9, adversarial_label=4, count=9317\n",
      "attack success, original_label=4, adversarial_label=8, count=9318\n",
      "attack success, original_label=0, adversarial_label=8, count=9319\n",
      "attack success, original_label=2, adversarial_label=3, count=9320\n",
      "attack success, original_label=5, adversarial_label=8, count=9321\n",
      "attack success, original_label=1, adversarial_label=8, count=9322\n",
      "attack success, original_label=7, adversarial_label=9, count=9323\n",
      "attack success, original_label=5, adversarial_label=8, count=9324\n",
      "attack success, original_label=0, adversarial_label=8, count=9325\n",
      "attack success, original_label=1, adversarial_label=8, count=9326\n",
      "attack success, original_label=0, adversarial_label=6, count=9327\n",
      "attack success, original_label=5, adversarial_label=8, count=9328\n",
      "attack success, original_label=2, adversarial_label=7, count=9329\n",
      "attack success, original_label=2, adversarial_label=0, count=9330\n",
      "attack success, original_label=2, adversarial_label=1, count=9331\n",
      "attack success, original_label=9, adversarial_label=8, count=9332\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=4, adversarial_label=8, count=9333\n",
      "attack success, original_label=3, adversarial_label=8, count=9334\n",
      "attack success, original_label=4, adversarial_label=8, count=9335\n",
      "attack success, original_label=6, adversarial_label=4, count=9336\n",
      "attack success, original_label=8, adversarial_label=4, count=9337\n",
      "attack success, original_label=0, adversarial_label=8, count=9338\n",
      "attack success, original_label=9, adversarial_label=4, count=9339\n",
      "attack success, original_label=3, adversarial_label=8, count=9340\n",
      "attack success, original_label=2, adversarial_label=1, count=9341\n",
      "attack success, original_label=0, adversarial_label=8, count=9342\n",
      "attack success, original_label=3, adversarial_label=5, count=9343\n",
      "attack success, original_label=1, adversarial_label=8, count=9344\n",
      "attack success, original_label=2, adversarial_label=3, count=9345\n",
      "attack success, original_label=2, adversarial_label=8, count=9346\n",
      "attack success, original_label=8, adversarial_label=3, count=9347\n",
      "attack success, original_label=8, adversarial_label=5, count=9348\n",
      "attack success, original_label=7, adversarial_label=9, count=9349\n",
      "attack success, original_label=1, adversarial_label=8, count=9350\n",
      "attack success, original_label=1, adversarial_label=8, count=9351\n",
      "attack success, original_label=4, adversarial_label=3, count=9352\n",
      "attack success, original_label=4, adversarial_label=9, count=9353\n",
      "attack success, original_label=5, adversarial_label=6, count=9354\n",
      "attack success, original_label=2, adversarial_label=8, count=9355\n",
      "attack success, original_label=6, adversarial_label=4, count=9356\n",
      "attack success, original_label=4, adversarial_label=8, count=9357\n",
      "attack success, original_label=0, adversarial_label=2, count=9358\n",
      "attack success, original_label=3, adversarial_label=5, count=9359\n",
      "attack success, original_label=9, adversarial_label=4, count=9360\n",
      "attack success, original_label=2, adversarial_label=3, count=9361\n",
      "attack success, original_label=9, adversarial_label=4, count=9362\n",
      "attack success, original_label=4, adversarial_label=9, count=9363\n",
      "attack success, original_label=0, adversarial_label=9, count=9364\n",
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      "attack success, original_label=8, adversarial_label=3, count=9469\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=6, adversarial_label=8, count=9470\n",
      "attack success, original_label=9, adversarial_label=8, count=9471\n",
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      "attack success, original_label=7, adversarial_label=9, count=9586\n",
      "attack success, original_label=6, adversarial_label=8, count=9587\n",
      "attack success, original_label=6, adversarial_label=8, count=9588\n",
      "attack success, original_label=2, adversarial_label=3, count=9589\n",
      "attack success, original_label=4, adversarial_label=8, count=9590\n",
      "attack success, original_label=4, adversarial_label=8, count=9591\n",
      "attack success, original_label=5, adversarial_label=8, count=9592\n",
      "attack success, original_label=4, adversarial_label=9, count=9593\n",
      "attack success, original_label=4, adversarial_label=9, count=9594\n",
      "attack success, original_label=8, adversarial_label=5, count=9595\n",
      "attack success, original_label=5, adversarial_label=8, count=9596\n",
      "attack success, original_label=0, adversarial_label=6, count=9597\n",
      "attack success, original_label=3, adversarial_label=5, count=9598\n",
      "attack success, original_label=3, adversarial_label=5, count=9599\n",
      "attack success, original_label=0, adversarial_label=9, count=9600\n",
      "attack success, original_label=7, adversarial_label=8, count=9601\n",
      "attack success, original_label=2, adversarial_label=1, count=9602\n",
      "attack success, original_label=7, adversarial_label=3, count=9603\n",
      "attack success, original_label=0, adversarial_label=9, count=9604\n",
      "attack success, original_label=9, adversarial_label=8, count=9605\n",
      "attack success, original_label=7, adversarial_label=3, count=9606\n",
      "attack success, original_label=4, adversarial_label=9, count=9607\n",
      "attack success, original_label=0, adversarial_label=8, count=9608\n",
      "attack success, original_label=8, adversarial_label=5, count=9609\n",
      "attack success, original_label=1, adversarial_label=8, count=9610\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=9611\n",
      "attack success, original_label=8, adversarial_label=5, count=9612\n",
      "attack success, original_label=3, adversarial_label=8, count=9613\n",
      "attack success, original_label=7, adversarial_label=9, count=9614\n",
      "attack success, original_label=9, adversarial_label=4, count=9615\n",
      "attack success, original_label=2, adversarial_label=0, count=9616\n",
      "attack success, original_label=5, adversarial_label=9, count=9617\n",
      "attack success, original_label=8, adversarial_label=0, count=9618\n",
      "attack success, original_label=9, adversarial_label=4, count=9619\n",
      "attack success, original_label=5, adversarial_label=8, count=9620\n",
      "attack success, original_label=3, adversarial_label=5, count=9621\n",
      "attack success, original_label=2, adversarial_label=3, count=9622\n",
      "attack success, original_label=7, adversarial_label=3, count=9623\n",
      "attack success, original_label=0, adversarial_label=6, count=9624\n",
      "attack success, original_label=5, adversarial_label=6, count=9625\n",
      "attack success, original_label=8, adversarial_label=5, count=9626\n",
      "attack success, original_label=2, adversarial_label=8, count=9627\n",
      "attack success, original_label=2, adversarial_label=8, count=9628\n",
      "attack success, original_label=8, adversarial_label=5, count=9629\n",
      "attack success, original_label=2, adversarial_label=3, count=9630\n",
      "attack success, original_label=5, adversarial_label=9, count=9631\n",
      "attack success, original_label=0, adversarial_label=8, count=9632\n",
      "attack success, original_label=4, adversarial_label=8, count=9633\n",
      "attack success, original_label=4, adversarial_label=8, count=9634\n",
      "attack success, original_label=3, adversarial_label=9, count=9635\n",
      "attack success, original_label=6, adversarial_label=4, count=9636\n",
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      "attack success, original_label=1, adversarial_label=8, count=9638\n",
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      "attack success, original_label=8, adversarial_label=9, count=9641\n",
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      "attack success, original_label=1, adversarial_label=8, count=9643\n",
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      "attack success, original_label=8, adversarial_label=3, count=9647\n",
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      "attack success, original_label=4, adversarial_label=8, count=9649\n",
      "attack success, original_label=6, adversarial_label=5, count=9650\n",
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      "attack success, original_label=1, adversarial_label=8, count=9654\n",
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      "attack success, original_label=1, adversarial_label=8, count=9656\n",
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      "attack success, original_label=5, adversarial_label=9, count=9658\n",
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      "attack success, original_label=6, adversarial_label=8, count=9661\n",
      "attack success, original_label=5, adversarial_label=9, count=9662\n",
      "attack success, original_label=0, adversarial_label=9, count=9663\n",
      "attack success, original_label=4, adversarial_label=8, count=9664\n",
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      "attack success, original_label=4, adversarial_label=9, count=9666\n",
      "attack success, original_label=3, adversarial_label=8, count=9667\n",
      "attack success, original_label=1, adversarial_label=8, count=9668\n",
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      "attack success, original_label=1, adversarial_label=4, count=9679\n",
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      "attack success, original_label=6, adversarial_label=4, count=9681\n",
      "attack success, original_label=4, adversarial_label=8, count=9682\n",
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      "attack success, original_label=8, adversarial_label=3, count=9693\n",
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      "attack success, original_label=1, adversarial_label=8, count=9727\n",
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      "attack success, original_label=1, adversarial_label=4, count=9730\n",
      "attack success, original_label=7, adversarial_label=8, count=9731\n",
      "attack success, original_label=8, adversarial_label=0, count=9732\n",
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      "attack success, original_label=9, adversarial_label=4, count=9755\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=9756\n",
      "attack success, original_label=6, adversarial_label=4, count=9757\n",
      "attack success, original_label=9, adversarial_label=8, count=9758\n",
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      "attack success, original_label=6, adversarial_label=8, count=9896\n",
      "attack success, original_label=2, adversarial_label=8, count=9897\n",
      "attack success, original_label=3, adversarial_label=8, count=9898\n",
      "attack success, original_label=6, adversarial_label=5, count=9899\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "attack success, original_label=1, adversarial_label=8, count=9900\n",
      "attack success, original_label=1, adversarial_label=4, count=9901\n",
      "attack success, original_label=7, adversarial_label=9, count=9902\n",
      "attack success, original_label=3, adversarial_label=5, count=9903\n",
      "attack success, original_label=9, adversarial_label=8, count=9904\n",
      "attack success, original_label=2, adversarial_label=8, count=9905\n",
      "attack success, original_label=0, adversarial_label=9, count=9906\n",
      "attack success, original_label=0, adversarial_label=9, count=9907\n",
      "attack success, original_label=0, adversarial_label=9, count=9908\n",
      "attack success, original_label=9, adversarial_label=4, count=9909\n",
      "attack success, original_label=9, adversarial_label=8, count=9910\n",
      "attack success, original_label=1, adversarial_label=8, count=9911\n",
      "attack success, original_label=5, adversarial_label=3, count=9912\n",
      "attack success, original_label=1, adversarial_label=8, count=9913\n",
      "attack success, original_label=9, adversarial_label=4, count=9914\n",
      "attack success, original_label=6, adversarial_label=0, count=9915\n",
      "attack success, original_label=8, adversarial_label=3, count=9916\n",
      "attack success, original_label=0, adversarial_label=9, count=9917\n",
      "attack success, original_label=4, adversarial_label=8, count=9918\n",
      "attack success, original_label=9, adversarial_label=8, count=9919\n",
      "attack success, original_label=7, adversarial_label=9, count=9920\n",
      "attack success, original_label=5, adversarial_label=8, count=9921\n",
      "attack success, original_label=5, adversarial_label=9, count=9922\n",
      "attack success, original_label=0, adversarial_label=6, count=9923\n",
      "attack success, original_label=0, adversarial_label=9, count=9924\n",
      "attack success, original_label=8, adversarial_label=0, count=9925\n",
      "attack success, original_label=2, adversarial_label=3, count=9926\n",
      "attack success, original_label=6, adversarial_label=9, count=9927\n",
      "attack success, original_label=7, adversarial_label=3, count=9928\n",
      "attack success, original_label=1, adversarial_label=8, count=9929\n",
      "attack success, original_label=0, adversarial_label=6, count=9930\n",
      "attack success, original_label=1, adversarial_label=8, count=9931\n",
      "attack success, original_label=4, adversarial_label=8, count=9932\n",
      "attack success, original_label=6, adversarial_label=9, count=9933\n",
      "attack success, original_label=1, adversarial_label=8, count=9934\n",
      "attack success, original_label=0, adversarial_label=6, count=9935\n",
      "attack success, original_label=2, adversarial_label=8, count=9936\n",
      "attack success, original_label=3, adversarial_label=9, count=9937\n",
      "attack success, original_label=2, adversarial_label=3, count=9938\n",
      "attack success, original_label=7, adversarial_label=4, count=9939\n",
      "attack success, original_label=0, adversarial_label=9, count=9940\n",
      "attack success, original_label=7, adversarial_label=9, count=9941\n",
      "attack success, original_label=9, adversarial_label=8, count=9942\n",
      "attack success, original_label=6, adversarial_label=0, count=9943\n",
      "attack success, original_label=2, adversarial_label=3, count=9944\n",
      "attack success, original_label=2, adversarial_label=0, count=9945\n",
      "attack success, original_label=2, adversarial_label=4, count=9946\n",
      "attack success, original_label=1, adversarial_label=8, count=9947\n",
      "attack success, original_label=3, adversarial_label=5, count=9948\n",
      "attack success, original_label=5, adversarial_label=8, count=9949\n",
      "attack success, original_label=3, adversarial_label=5, count=9950\n",
      "attack success, original_label=6, adversarial_label=4, count=9951\n",
      "attack success, original_label=7, adversarial_label=4, count=9952\n",
      "attack success, original_label=0, adversarial_label=6, count=9953\n",
      "attack success, original_label=2, adversarial_label=0, count=9954\n",
      "attack success, original_label=5, adversarial_label=8, count=9955\n",
      "attack success, original_label=5, adversarial_label=0, count=9956\n",
      "attack success, original_label=3, adversarial_label=5, count=9957\n",
      "attack success, original_label=3, adversarial_label=2, count=9958\n",
      "attack success, original_label=7, adversarial_label=9, count=9959\n",
      "attack success, original_label=1, adversarial_label=8, count=9960\n",
      "attack success, original_label=4, adversarial_label=9, count=9961\n",
      "attack success, original_label=5, adversarial_label=8, count=9962\n",
      "attack success, original_label=1, adversarial_label=4, count=9963\n",
      "attack success, original_label=5, adversarial_label=9, count=9964\n",
      "attack success, original_label=4, adversarial_label=9, count=9965\n",
      "attack success, original_label=2, adversarial_label=8, count=9966\n",
      "attack success, original_label=8, adversarial_label=6, count=9967\n",
      "attack success, original_label=8, adversarial_label=9, count=9968\n",
      "attack success, original_label=5, adversarial_label=8, count=9969\n",
      "attack success, original_label=9, adversarial_label=4, count=9970\n",
      "attack success, original_label=0, adversarial_label=8, count=9971\n",
      "attack success, original_label=8, adversarial_label=0, count=9972\n",
      "attack success, original_label=8, adversarial_label=5, count=9973\n",
      "attack success, original_label=5, adversarial_label=8, count=9974\n",
      "attack success, original_label=6, adversarial_label=4, count=9975\n",
      "attack success, original_label=2, adversarial_label=8, count=9976\n",
      "attack success, original_label=7, adversarial_label=3, count=9977\n",
      "attack success, original_label=2, adversarial_label=3, count=9978\n",
      "attack success, original_label=5, adversarial_label=8, count=9979\n",
      "attack success, original_label=1, adversarial_label=8, count=9980\n",
      "attack success, original_label=1, adversarial_label=9, count=9981\n",
      "attack success, original_label=5, adversarial_label=6, count=9982\n",
      "attack success, original_label=1, adversarial_label=4, count=9983\n",
      "attack success, original_label=2, adversarial_label=0, count=9984\n",
      "attack success, original_label=3, adversarial_label=8, count=9985\n",
      "attack success, original_label=9, adversarial_label=4, count=9986\n",
      "attack success, original_label=3, adversarial_label=9, count=9987\n",
      "attack success, original_label=1, adversarial_label=8, count=9988\n",
      "attack success, original_label=2, adversarial_label=3, count=9989\n",
      "attack success, original_label=7, adversarial_label=9, count=9990\n",
      "attack success, original_label=6, adversarial_label=4, count=9991\n",
      "attack success, original_label=5, adversarial_label=9, count=9992\n",
      "attack success, original_label=2, adversarial_label=9, count=9993\n",
      "attack success, original_label=5, adversarial_label=6, count=9994\n",
      "attack success, original_label=1, adversarial_label=8, count=9995\n",
      "attack success, original_label=6, adversarial_label=8, count=9996\n",
      "attack success, original_label=7, adversarial_label=9, count=9997\n",
      "attack success, original_label=0, adversarial_label=6, count=9998\n",
      "attack success, original_label=6, adversarial_label=4, count=9999\n",
      "attack success, original_label=8, adversarial_label=3, count=10000\n",
      "[TEST_DATASET]: fooling_count=10000, total_count=10000, fooling_rate=1.000000\n",
      "fgsm attack done\n"
     ]
    }
   ],
   "source": [
    "TOTAL_NUM = 10000\n",
    "pretrained_model = \"model/mnist_model_dict.pth\"\n",
    "loss_func = torch.nn.CrossEntropyLoss()\n",
    "\n",
    "#使用MNIST测试数据集 随机挑选TOTAL_NUM个\n",
    "test_loader = torch.utils.data.DataLoader(\n",
    "    datasets.MNIST('/home/shenchenkai/data/mnist_pytorch/',\n",
    "                   train=False,\n",
    "                   download=False,\n",
    "                   transform=transforms.Compose([transforms.ToTensor(),])),\n",
    "    batch_size=1,\n",
    "    shuffle=True)\n",
    "\n",
    "# Define what device we are using\n",
    "logging.info(\"CUDA Available: {}\".format(torch.cuda.is_available()))\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "\n",
    "# Initialize the network\n",
    "model = CNN().to(device)\n",
    "\n",
    "# Load the pretrained model\n",
    "model.load_state_dict(torch.load(pretrained_model, map_location='cpu'))\n",
    "\n",
    "# Set the model in evaluation mode. In this case this is for the Dropout layers\n",
    "model.eval()\n",
    "\n",
    "# advbox demo\n",
    "m = PytorchModel(model, loss_func, (0, 1), channel_axis=1)\n",
    "\n",
    "#实例化FGSM\n",
    "attack = FGSM(m)\n",
    "#设置攻击步长为0.1\n",
    "attack_config = {\"epsilons\": 0.1}\n",
    "\n",
    "# use test data to generate adversarial examples\n",
    "total_count = 0\n",
    "fooling_count = 0\n",
    "\n",
    "for i, data in enumerate(test_loader):\n",
    "    inputs, labels = data\n",
    "    inputs, labels = inputs.numpy(), labels.numpy()\n",
    "\n",
    "    total_count += 1\n",
    "    adversary = Adversary(inputs, labels[0])\n",
    "\n",
    "    # FGSM non-targeted attack\n",
    "    adversary = attack(adversary, **attack_config)\n",
    "\n",
    "    if adversary.is_successful():\n",
    "        fooling_count += 1\n",
    "        print(\n",
    "            'attack success, original_label=%d, adversarial_label=%d, count=%d'\n",
    "            % (labels, adversary.adversarial_label, total_count))\n",
    "\n",
    "    else:\n",
    "        print('attack failed, original_label=%d, count=%d' %\n",
    "              (labels, total_count))\n",
    "\n",
    "    if total_count >= TOTAL_NUM:\n",
    "        print(\n",
    "            \"[TEST_DATASET]: fooling_count=%d, total_count=%d, fooling_rate=%f\"\n",
    "            % (fooling_count, total_count, float(fooling_count) / total_count))\n",
    "        break\n",
    "print(\"fgsm attack done\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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